{"id":"W4407022854","doi":"10.1016/b978-0-443-16066-0.00006-8","title":"Applications: Basic teaching strategies","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Computer science; Mathematics education; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002212509,0.0004836445,0.0005733026,0.0001218788,0.0003042899,0.0000721197,0.0004477517,0.0005605899,0.002506783],"category_scores_gemma":[0.000004140623,0.0003934728,0.0002889716,0.00001429825,0.0002287324,0.000026677,0.0001457546,0.001136312,0.001652733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004825852,"about_ca_system_score_gemma":0.00003924329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003550744,"about_ca_topic_score_gemma":0.00001755187,"domain_scores_codex":[0.998184,0.00005952787,0.0004837969,0.0007340188,0.0001888513,0.0003498688],"domain_scores_gemma":[0.9988081,0.0001208742,0.0002072914,0.0007219994,0.00005835648,0.00008341215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000104659,0.00002136368,0.000008650993,0.00002340154,0.00009890807,0.00001326262,0.000161573,1.234765e-8,0.000001671056,0.3572294,0.003654445,0.6387768],"study_design_scores_gemma":[0.0001682007,0.00006161735,0.0001635209,0.0001421001,0.0001536803,0.000007049129,0.0001094843,2.777658e-8,3.598991e-7,0.109391,0.8894444,0.0003585855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001216138,0.006539964,0.00006403452,0.0001823959,0.000741448,0.0008842896,0.00007236305,0.0002387963,0.9912645],"genre_scores_gemma":[0.000803283,0.000127515,0.0002124934,0.0008559722,0.000521119,0.000674632,0.00003668446,0.00004440538,0.9967239],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8857899,"threshold_uncertainty_score":0.9998517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08922605470096609,"score_gpt":0.3425990681780462,"score_spread":0.2533730134770801,"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."}}