{ "claim_boundary": "Exploratory biological consistency test only; the release has three animals, no paired soma signal, and no trial-linked relearning endpoint.", "comparisons": { "innovation_minus_raw_dcz": { "bootstrap_probability_positive": 0.9618, "difference": 0.08234035309566651, "session_block_bootstrap_95ci": [ -0.008596341173675416, 0.19989027153004213 ] }, "innovation_minus_raw_sal": { "bootstrap_probability_positive": 0.834, "difference": 0.04378361807084524, "session_block_bootstrap_95ci": [ -0.064478225174643, 0.10447378541212671 ] }, "innovation_sal_minus_dcz": { "bootstrap_probability_positive": 0.0026, "difference": -0.1266103220565698, "session_block_bootstrap_95ci": [ -0.20505079128064047, -0.03966175894814002 ] } }, "counts": { "DCZ": { "animals": [ "DCO1", "DCO2", "DCO4" ], "correct": 709, "errors": 29, "sessions": 11, "trials": 738 }, "Sal": { "animals": [ "DCO1", "DCO2", "DCO4" ], "correct": 677, "errors": 53, "sessions": 11, "trials": 730 } }, "endpoints": { 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"DCO4": { "auc": 0.0, "errors": 4, "trials": 120 } }, "errors": 53, "session_block_bootstrap_95ci": [ 0.0, 0.0 ], "trials": 730 }, "innovation": { "auc": 0.4500153284468103, "by_animal": { "DCO1": { "auc": 0.45092275028580764, "errors": 39, "trials": 353 }, "DCO2": { "auc": 0.4850202429149798, "errors": 10, "trials": 257 }, "DCO4": { "auc": 0.521551724137931, "errors": 4, "trials": 120 } }, "errors": 53, "session_block_bootstrap_95ci": [ 0.40088336098929317, 0.48488033904680006 ], "trials": 730 }, "local_spine": { "auc": 0.33976199102589116, "by_animal": { "DCO1": { "auc": 0.31855299689694594, "errors": 39, "trials": 353 }, "DCO2": { "auc": 0.42429149797570853, "errors": 10, "trials": 257 }, "DCO4": { "auc": 0.5086206896551724, "errors": 4, "trials": 120 } }, "errors": 53, "session_block_bootstrap_95ci": [ 0.267876044482636, 0.4288681204569055 ], "trials": 730 }, "raw_branch": { "auc": 0.40623171037596506, "by_animal": { "DCO1": { "auc": 0.409358157765801, "errors": 39, "trials": 353 }, "DCO2": { "auc": 0.43724696356275305, "errors": 10, "trials": 257 }, "DCO4": { "auc": 0.5818965517241379, "errors": 4, "trials": 120 } }, "errors": 53, "session_block_bootstrap_95ci": [ 0.3571846696411657, 0.4861563487784197 ], "trials": 730 }, "task_residual": { "auc": 0.5177113235417073, "by_animal": { "DCO1": { "auc": 0.527437530622244, "errors": 39, "trials": 353 }, "DCO2": { "auc": 0.5299595141700405, "errors": 10, "trials": 257 }, "DCO4": { "auc": 0.6163793103448276, "errors": 4, "trials": 120 } }, "errors": 53, "session_block_bootstrap_95ci": [ 0.4260949263101106, 0.5883748047753122 ], "trials": 730 } } }, "fixed_configuration": { "bootstrap_samples": 5000, "bootstrap_seed": 20270810, "decoder": "StandardScaler + balanced logistic regression, C=1.0", "evaluation": "cross-instruction leave-one-animal-out", "outcome_window_seconds": [ 0.0, 1.0 ], "predictor_folds": 5, "ridge_alpha": 1.0 }, "protocol": "larkum_public_innovation_pilot_v1", "source": { "dataset_doi": "10.12751/g-node.etlk5k", "files": [ "DCO1_020724_dff.mat", "DCO1_050724_dff.mat", "DCO1_090724_dff.mat", "DCO1_300624_dff.mat", "DCO2_011124_dff.mat", "DCO2_021124_dff.mat", "DCO2_031124_dff.mat", "DCO2_041124_dff.mat", "DCO2_311024_dff.mat", "DCO4_011124_dff.mat", "DCO4_021124_dff.mat" ], "paper_doi": "10.1126/science.adx4358" } }