{"id":"W2018991241","doi":"10.1002/tl.398","title":"Understanding the disciplines within the context of educational development","year":2010,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Discipline; Context (archaeology); Faculty development; Pedagogy; Engineering ethics; Resource (disambiguation); Sociology; Higher education; Work (physics); Mathematics education; Knowledge management; Psychology; Professional development; Computer science; Engineering; Political science; Social science","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":[0.0075119,0.000227413,0.0003837532,0.002772898,0.003676657,0.01055991,0.000676516,0.00110296,0.003307043],"category_scores_gemma":[0.02297889,0.0002077476,0.0002423631,0.002953017,0.009279812,0.007791205,0.005595163,0.001951799,0.0002318121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006680983,"about_ca_system_score_gemma":0.01120267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007899926,"about_ca_topic_score_gemma":0.01334733,"domain_scores_codex":[0.9890516,0.008208997,0.0003046394,0.0003587613,0.001431879,0.000644072],"domain_scores_gemma":[0.9764276,0.01506391,0.002124969,0.001098419,0.003187989,0.002097254],"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":[0.0001149686,0.0002904997,0.08422209,0.0008414029,0.00005113165,0.001233763,0.1516013,0.003373697,0.005058656,0.5044664,0.00356916,0.245177],"study_design_scores_gemma":[0.00003223419,0.0001797762,0.08676317,0.001209222,0.00005446225,0.0009312239,0.2987389,0.006294712,0.003955939,0.4369022,0.1648725,0.00006565611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6400209,0.007287106,0.06103631,0.02518691,0.0003034603,0.0001847898,0.00007893522,0.00009357382,0.265808],"genre_scores_gemma":[0.986491,0.001077953,0.009915582,0.0003390918,0.00003286257,0.00003990294,0.00001353162,0.0000120649,0.002078097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01055991,"threshold_uncertainty_score":0.04847413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1471782692316628,"score_gpt":0.4253059350755032,"score_spread":0.2781276658438405,"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."}}