{"id":"W4231546346","doi":"10.12688/f1000research.20352.1","title":"Pathfinder: open source software for analyzing spatial navigation search strategies","year":2019,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Memory and Neural Mechanisms","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Pathfinder; Computer science; Spatial memory; Morris water navigation task; Mnemonic; Software; Spatial learning; Artificial intelligence; Water maze; Machine learning; Human–computer interaction; Neuroscience; Cognitive psychology; Working memory; Psychology; Cognition; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00175195,0.003497441,0.001922702,0.004210803,0.0008662319,0.00179438,0.003067862,0.001407076,0.05328767],"category_scores_gemma":[0.005458066,0.001226661,0.002155176,0.003641602,0.0006408744,0.002130708,0.002932881,0.002512235,0.04627524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007821979,"about_ca_system_score_gemma":0.002661027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00677359,"about_ca_topic_score_gemma":0.01081406,"domain_scores_codex":[0.9987763,0.0001153023,0.0001591383,0.0004387931,0.0003694589,0.0001410553],"domain_scores_gemma":[0.9979572,0.0009727494,0.0002681958,0.0002412336,0.000406931,0.0001536607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001230059,0.0002140098,0.01120601,0.0039306,0.0004076633,0.0005219601,0.0008106781,0.005739806,0.01343717,0.003971651,0.7998711,0.1586593],"study_design_scores_gemma":[0.0006276999,0.0003040853,0.03040284,0.0007894921,0.0002716435,0.0008304292,0.0002957204,0.04528471,0.02606519,0.01893913,0.8757575,0.0004315223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.008450905,0.0006121996,0.06773341,0.0002206299,0.000219656,0.0004848276,0.4962662,0.4217308,0.004281391],"genre_scores_gemma":[0.02244142,0.0008630944,0.2086572,0.0004692239,0.00009524288,0.00456778,0.6703373,0.08467826,0.007890549],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.05328767,"threshold_uncertainty_score":0.178265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2605041425870919,"score_gpt":0.4368681371182924,"score_spread":0.1763639945312004,"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."}}