{"id":"W1517670959","doi":"10.25071/1497-3170.2482","title":"The TA's Philosophy of Teaching","year":2002,"lang":"en","type":"article","venue":"CORE","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Computer science; Philosophy; Psychology","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":[0.00393883,0.0003861788,0.00055019,0.002254272,0.004033193,0.009163789,0.001541781,0.003399034,0.009329049],"category_scores_gemma":[0.008793365,0.0004317441,0.0009086014,0.001328234,0.01807811,0.006764139,0.0033589,0.008736963,0.003642915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004944623,"about_ca_system_score_gemma":0.007862474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003798102,"about_ca_topic_score_gemma":0.003594089,"domain_scores_codex":[0.9959727,0.001756009,0.0002507076,0.0006066214,0.001023745,0.0003901473],"domain_scores_gemma":[0.9921977,0.003033906,0.0004682478,0.001142528,0.002087338,0.001070177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005580287,0.00001731422,0.00008290671,0.00002406803,0.000003555567,0.000008861204,0.000474464,0.00008998503,0.00007549888,0.9851777,0.003266399,0.01077381],"study_design_scores_gemma":[0.00001302227,0.00002583499,0.0003819937,0.00007387431,0.000009808636,0.0001347783,0.0003489975,0.001457074,0.0003280306,0.9321507,0.06506617,0.000009742166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01400868,0.002224253,0.3537221,0.03348484,0.002536669,0.000219644,0.0001547515,0.000654698,0.5929945],"genre_scores_gemma":[0.7049485,0.001781306,0.125192,0.008771939,0.002080983,0.0006377749,0.00008768907,0.0003657993,0.1561339],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009329049,"threshold_uncertainty_score":0.03587592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1752062886306447,"score_gpt":0.4136854174524388,"score_spread":0.2384791288217941,"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."}}