{"id":"W4366582537","doi":"10.3389/fpsyg.2023.1116853","title":"Conditions under which college students cease learning","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Psychology; Set (abstract data type); Perception; Cognitive psychology; Process (computing); Naturalism; Mathematics education; Developmental psychology; Social psychology; Computer science; Epistemology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006963564,0.0003740633,0.0004163758,0.0003215159,0.0004327354,0.001343374,0.0002986273,0.000517761,0.005101677],"category_scores_gemma":[0.005189521,0.0002127005,0.000149305,0.0002294962,0.0008965826,0.0004776788,0.001538651,0.0006552059,0.0004148936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000774789,"about_ca_system_score_gemma":0.00120707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980122,"about_ca_topic_score_gemma":0.002135959,"domain_scores_codex":[0.9987978,0.0001706649,0.0001704787,0.0003204151,0.0002849114,0.0002556427],"domain_scores_gemma":[0.9950447,0.001749385,0.001561777,0.0004044096,0.0005321665,0.0007076803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01390136,0.003228992,0.1051021,0.0007636467,0.00007555886,0.0005174598,0.003547251,0.0009839262,0.8217952,0.001408813,0.001083835,0.0475919],"study_design_scores_gemma":[0.0006558323,0.02181622,0.3730032,0.0001707141,0.0001199408,0.0007796257,0.003630039,0.00322693,0.5868909,0.002152326,0.007397172,0.0001570844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998184,0.00008051379,0.0003737491,0.00004501476,0.0000100539,0.00007316504,0.0001801752,0.00002962652,0.001023671],"genre_scores_gemma":[0.9985781,0.00005062086,0.0004942096,0.00003891484,0.000008015733,0.0001209822,0.0002718605,0.000008035495,0.0004293503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005101677,"threshold_uncertainty_score":0.01706684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1349621229173235,"score_gpt":0.4190535637755637,"score_spread":0.2840914408582402,"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."}}