{"id":"W4248139342","doi":"10.3138/flor.20.043","title":"Part III: Teaching and Learning","year":2003,"lang":"en","type":"article","venue":"Florilegium","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syllabus; Phone; Chose; Class (philosophy); Sample (material); Mathematics education; Psychology; Computer science; Philosophy; Political science; Artificial intelligence; Linguistics; Physics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00294287,0.0007296174,0.0004621139,0.001258201,0.0022878,0.006897606,0.001048657,0.002099682,0.1403369],"category_scores_gemma":[0.007515509,0.0002355321,0.0003405256,0.001668711,0.00160858,0.001780551,0.002443641,0.001887862,0.07342511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003966846,"about_ca_system_score_gemma":0.005996614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004229354,"about_ca_topic_score_gemma":0.005644999,"domain_scores_codex":[0.998444,0.000460843,0.00008396769,0.0001780628,0.0005986522,0.0002344329],"domain_scores_gemma":[0.9930101,0.001042984,0.0003731261,0.0007854969,0.001809262,0.002978964],"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":[0.00006434097,0.0001880592,0.0007275718,0.0003384277,0.000004031209,0.00005862912,0.001202474,0.0001014226,0.0009945112,0.01459892,0.7531468,0.2285749],"study_design_scores_gemma":[0.000009286045,0.0001013999,0.008758686,0.0007109541,0.000004690744,0.0001407164,0.001307584,0.00006813147,0.0005532411,0.006855398,0.9814808,0.000008922324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007539288,0.02389028,0.005242161,0.05034244,0.0213067,0.0009113578,0.002153121,0.0007165182,0.8878981],"genre_scores_gemma":[0.03143287,0.01184079,0.002055692,0.004249803,0.003008017,0.0008420023,0.001005409,0.0002914779,0.9452739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1403369,"threshold_uncertainty_score":0.4694737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097063611790243,"score_gpt":0.3119560015997067,"score_spread":0.2909853654818043,"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."}}