{"id":"W2970838824","doi":"10.12688/f1000research.20352.2","title":"Pathfinder: open source software for analyzing spatial navigation search strategies","year":2020,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":23,"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":"Open peer review; Pathfinder; Open data; Plant biology; Software; Open science; Neuroscience; Computer science; Open source; Physiology; Medicine; Biology; Computational biology; World Wide Web; Operating system","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":[0.001749904,0.003596313,0.001958123,0.004763598,0.0008466823,0.001807935,0.003047904,0.001469683,0.0331639],"category_scores_gemma":[0.005804073,0.001210623,0.002309306,0.004242977,0.0005903555,0.002161345,0.003056343,0.002532388,0.03647073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007006039,"about_ca_system_score_gemma":0.002696074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006923239,"about_ca_topic_score_gemma":0.01120356,"domain_scores_codex":[0.9986749,0.0001278322,0.0001653838,0.0005037295,0.0003858194,0.0001424169],"domain_scores_gemma":[0.9978762,0.0009749805,0.0002854044,0.0002869773,0.0004103624,0.0001660614],"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":[0.001356093,0.0002790342,0.01596705,0.004614006,0.000573969,0.0005570723,0.000866284,0.008655548,0.01381517,0.003736604,0.7546086,0.1949705],"study_design_scores_gemma":[0.0006531146,0.0003311502,0.03559984,0.0009662308,0.0003628259,0.0008904604,0.0003370217,0.05601162,0.02503291,0.0185777,0.860776,0.0004611637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.009768461,0.0009353699,0.0765676,0.0002048107,0.000236615,0.0004475439,0.5303206,0.377828,0.003691049],"genre_scores_gemma":[0.02182717,0.001071315,0.2024619,0.0003742733,0.00008852909,0.003641082,0.7095944,0.05535298,0.005588366],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0331639,"threshold_uncertainty_score":0.1109443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08858673780222719,"score_gpt":0.36017178465275,"score_spread":0.2715850468505228,"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."}}