{"id":"W4399871461","doi":"10.7554/elife.88648.4.sa0","title":"eLife assessment: Stochastic characterization of navigation strategies in an automated variant of the Barnes maze","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Characterization (materials science); Computer science; Artificial intelligence; Nanotechnology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001537359,0.0003642275,0.000569034,0.0009281284,0.0003151087,0.001172993,0.001113538,0.0005811703,0.002191038],"category_scores_gemma":[0.01745882,0.0002178551,0.0002879789,0.0008411297,0.0006297097,0.001248784,0.001009013,0.0006596413,0.0003249358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005748514,"about_ca_system_score_gemma":0.001657652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006067268,"about_ca_topic_score_gemma":0.008445842,"domain_scores_codex":[0.9989973,0.0002827749,0.00004424715,0.0001895449,0.0004027341,0.00008340488],"domain_scores_gemma":[0.9936112,0.003315644,0.0006517245,0.0006234464,0.001582924,0.0002150595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007647149,0.0001954863,0.03710623,0.0002099024,0.0001749414,0.0003186215,0.0006068927,0.5677779,0.01492322,0.05183291,0.004169092,0.3219201],"study_design_scores_gemma":[0.0000195727,0.00007722459,0.00546234,0.00001144031,0.00001037702,0.00007896422,0.00005791423,0.9749741,0.002649443,0.01546104,0.001176391,0.00002109756],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.3336547,0.0001429506,0.6610211,0.0001997845,0.00003441651,0.00007202821,0.0003823823,0.0008875109,0.003605162],"genre_scores_gemma":[0.8824428,0.00009447943,0.1138284,0.00003753425,0.00001653399,0.00006985104,0.0006227445,0.0001298581,0.002757904],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006067268,"threshold_uncertainty_score":0.01206392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895464168935058,"score_gpt":0.3166062179959907,"score_spread":0.2976515763066401,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}