{"id":"W3000863509","doi":"10.1016/j.tsc.2020.100630","title":"Adaptive expertise and creative thinking: A synthetic review and implications for practice","year":2020,"lang":"en","type":"review","venue":"Thinking Skills and Creativity","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":115,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Creativity; Creative thinking; Psychology; Critical thinking; Mathematics education; Pedagogy; Engineering ethics; Social psychology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002247964,0.00143196,0.002970139,0.005274802,0.0004486073,0.003042713,0.001470334,0.002952964,0.005370978],"category_scores_gemma":[0.004692126,0.0005154025,0.00110614,0.005680908,0.001553279,0.003393684,0.001950966,0.002844489,0.001505171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745892,"about_ca_system_score_gemma":0.004402699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002632221,"about_ca_topic_score_gemma":0.006352593,"domain_scores_codex":[0.9994227,0.0001446868,0.0001257774,0.0001242936,0.0001331416,0.00004935426],"domain_scores_gemma":[0.9963496,0.00278385,0.0002855385,0.00005275881,0.0003943247,0.000133878],"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":[0.0002376815,0.00009715696,0.000267946,0.110256,0.0004213656,0.0002212956,0.0002313245,0.0003430914,0.0003998667,0.007186,0.0348412,0.845497],"study_design_scores_gemma":[0.000135756,0.0002226231,0.002737689,0.1106795,0.001265586,0.001762764,0.0004610146,0.0002087911,0.0002052814,0.01178144,0.8704556,0.00008401928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001733254,0.9995574,0.00002985383,0.0001714917,0.00009257468,0.000002135286,0.000006145055,0.000001065757,0.0001220043],"genre_scores_gemma":[0.0002662819,0.9990108,0.0001010027,0.000316407,0.0002085871,0.000007285517,0.0000103754,7.8119e-7,0.00007850782],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005370978,"threshold_uncertainty_score":0.0179677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07477724673737571,"score_gpt":0.4297660685613292,"score_spread":0.3549888218239534,"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."}}