{"id":"W2438251345","doi":"10.2166/wst.2001.0318","title":"Teaching future professors how to teach","year":2001,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Class (philosophy); Course (navigation); Graduate students; Medical education; Unit (ring theory); Mathematics education; Teaching method; Student teaching; Team teaching; Psychology; Engineering; Computer science; Student teacher; Medicine; Teacher education","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":[0.002178869,0.0003579192,0.0002184879,0.0004356694,0.002371262,0.003358346,0.0007097495,0.001040014,0.02367927],"category_scores_gemma":[0.004794691,0.0002087081,0.0003315545,0.0002844371,0.001435437,0.003829923,0.002086219,0.00226385,0.008299205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001070941,"about_ca_system_score_gemma":0.002823085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000468061,"about_ca_topic_score_gemma":0.002163109,"domain_scores_codex":[0.9988047,0.0004999436,0.00003022591,0.000150366,0.0003350249,0.0001797526],"domain_scores_gemma":[0.9974026,0.0003986293,0.000290902,0.0002070752,0.0003908129,0.001309829],"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":[0.00005921412,0.0009818901,0.006507524,0.0004205749,0.00002243353,0.0006304077,0.02706932,0.0006726788,0.004713323,0.08220647,0.3508675,0.5258488],"study_design_scores_gemma":[0.00001111964,0.0001151784,0.0009146768,0.0001469592,0.00000567982,0.0006931256,0.005802291,0.0001728216,0.0007291333,0.009374761,0.9820185,0.00001591785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1068919,0.01976348,0.1388807,0.1527249,0.01363301,0.0004329657,0.0002491636,0.002501545,0.5649225],"genre_scores_gemma":[0.4163302,0.02453888,0.09401782,0.02342015,0.003054442,0.0003507153,0.0003406512,0.0005511692,0.437396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02367927,"threshold_uncertainty_score":0.07921511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006106936651800435,"score_gpt":0.2345251435015915,"score_spread":0.2284182068497911,"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."}}