{"id":"W3142488790","doi":"10.1002/acp.3827","title":"That's my spot! Examining spatial habit formation in a naturalistic setting","year":2021,"lang":"en","type":"article","venue":"Applied Cognitive Psychology","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Psychology; Preference; Class (philosophy); Habit; Phenomenon; Naturalism; Social psychology; Space (punctuation); Tracking (education); Naturalistic observation; Spatial cognition; Cognitive psychology; Developmental psychology; Cognition; Statistics; Artificial intelligence; Epistemology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003457817,0.00009113573,0.0001345431,0.00006837111,0.0002133206,0.00003956737,0.0001013548,0.00009605924,0.0004897525],"category_scores_gemma":[0.0001942231,0.00009848098,0.00002520384,0.0001670651,0.0001479,0.0001077733,0.00003884549,0.0001800768,0.0001112245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007185936,"about_ca_system_score_gemma":0.00004634525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001450198,"about_ca_topic_score_gemma":0.0009080805,"domain_scores_codex":[0.998888,0.000149881,0.0001789445,0.0002686808,0.0002406149,0.0002738918],"domain_scores_gemma":[0.9993358,0.0004174985,0.00008776228,0.00007327244,0.00003687231,0.00004878723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001584858,0.0008558705,0.4015327,0.00003624124,0.0001242792,0.0001588095,0.1030739,0.000009425743,0.002898092,0.1192377,0.001092684,0.3708218],"study_design_scores_gemma":[0.0008954421,0.00001372154,0.9518143,0.00002482193,0.00001760798,0.00000638168,0.03565453,0.000005176439,0.0002098925,0.005648296,0.00553537,0.0001744672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7761393,0.00007791832,0.001738425,0.002897932,0.0004233699,0.0002390577,0.000006942164,0.00002515168,0.2184519],"genre_scores_gemma":[0.9955445,0.00005533908,0.0003285018,0.00335649,0.0001646698,0.00007440025,0.00006851697,0.000007973583,0.000399634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5502816,"threshold_uncertainty_score":0.5362446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05688577655036359,"score_gpt":0.3814788290007878,"score_spread":0.3245930524504242,"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."}}