{"id":"W4407247322","doi":"10.32388/9pea1s","title":"Review of: \"An Attempt to Explain Why There Are No Psychology Courses in the School Curricula of Nearly All Countries Worldwide\"","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Curriculum; Psychology; Mathematics education; Engineering ethics; Medical education; Pedagogy; Engineering; Medicine","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":[0.01874809,0.001053763,0.00278906,0.009055274,0.003225969,0.007402779,0.003716041,0.008146314,0.037047],"category_scores_gemma":[0.1182949,0.0007236173,0.0009635905,0.00592441,0.003549857,0.005390013,0.002624601,0.006214468,0.03683116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00612717,"about_ca_system_score_gemma":0.02567926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025193,"about_ca_topic_score_gemma":0.03473058,"domain_scores_codex":[0.9814163,0.00395352,0.002980563,0.0009519195,0.01001446,0.0006832333],"domain_scores_gemma":[0.7966231,0.04213079,0.009588209,0.00396605,0.1384503,0.009241557],"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":[0.000009694905,0.00001226514,0.00009006159,0.0007307735,0.000006792435,0.00003430096,0.00002562922,0.00001297479,0.00003589334,0.0005268705,0.9825821,0.01593264],"study_design_scores_gemma":[0.00001567217,0.00001675203,0.002218701,0.002271858,0.00002738109,0.0001665287,0.00009238809,0.00008128105,0.00007545711,0.0004697446,0.9945439,0.00002028982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007464206,0.07469742,0.002083269,0.5158591,0.3342151,0.001054464,0.003298763,0.0007861513,0.06725927],"genre_scores_gemma":[0.01022856,0.1222754,0.004906664,0.2711334,0.2679463,0.001130415,0.004252452,0.0007227945,0.3174041],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.037047,"threshold_uncertainty_score":0.1239346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0751280659494167,"score_gpt":0.4702682185331299,"score_spread":0.3951401525837133,"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."}}