{"id":"W2802597237","doi":"","title":"Improving teacher creativity in post-secondary education","year":2017,"lang":"en","type":"article","venue":"2017 Conference of the Canadian Society for the Study of Education","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Creativity; Flexibility (engineering); Aptitude; Psychology; Pedagogy; Affect (linguistics); Comprehension; Process (computing); Qualitative research; Mathematics education; Social psychology; Sociology; Computer science; Communication; Developmental psychology; Management; 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":[0.005393232,0.0001669682,0.0003036857,0.0009168106,0.004449904,0.003920761,0.0007655023,0.0008416256,0.002282295],"category_scores_gemma":[0.01070377,0.0001977008,0.0001907333,0.0007355111,0.003340158,0.001442791,0.003224986,0.001409708,0.0002080197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004457721,"about_ca_system_score_gemma":0.006900606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003185061,"about_ca_topic_score_gemma":0.01286137,"domain_scores_codex":[0.9959087,0.002481957,0.000149143,0.0002358355,0.0005429095,0.0006814931],"domain_scores_gemma":[0.991996,0.005079461,0.000763023,0.0003499207,0.0006715287,0.001140045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000203459,0.001697649,0.0431376,0.0009043826,0.00001476231,0.0009227249,0.8380681,0.000258248,0.001948307,0.008343463,0.003150467,0.1013508],"study_design_scores_gemma":[0.0001354184,0.001234432,0.1002517,0.0008183278,0.00002869456,0.0008660955,0.8233242,0.00040153,0.004213132,0.00577895,0.062914,0.00003357307],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794533,0.0004522656,0.0006183454,0.001113392,0.00002524711,0.0001137925,0.00001908411,0.00001228601,0.0181924],"genre_scores_gemma":[0.996405,0.0002158718,0.0005528112,0.00009534465,0.000004571767,0.00005808359,0.000005902892,0.000003579684,0.002658956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005393232,"threshold_uncertainty_score":0.03234321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07080403199248475,"score_gpt":0.3750760439662036,"score_spread":0.3042720119737188,"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."}}