{"id":"W2059925030","doi":"10.1002/jocb.40","title":"Productive and Re‐productive Thinking in Solving Insight Problems","year":2013,"lang":"en","type":"article","venue":"The Journal of Creative Behavior","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Problem solver; Perspective (graphical); Divergent thinking; Psychology; Convergent thinking; Transformational leadership; Vertical thinking; Productive forces; Creative thinking; Social psychology; Computer science; Creativity; Artificial intelligence; Economics; Economic system","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":[0.007330818,0.0007525298,0.0004693289,0.002689864,0.0005358618,0.00288302,0.0009457515,0.000781689,0.00166521],"category_scores_gemma":[0.0608869,0.0004163738,0.0006464568,0.0009482765,0.001883155,0.002397632,0.002362662,0.001790861,0.0001953336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008694655,"about_ca_system_score_gemma":0.0009298885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000782288,"about_ca_topic_score_gemma":0.001048825,"domain_scores_codex":[0.9945542,0.002205192,0.0004804427,0.0003477869,0.002009587,0.0004028184],"domain_scores_gemma":[0.9436322,0.03156298,0.01470405,0.004083743,0.003739175,0.002277822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004738878,0.002954018,0.8115315,0.0003437215,0.0003437038,0.0004702155,0.01934213,0.004957143,0.005211896,0.006000075,0.0005863115,0.1477854],"study_design_scores_gemma":[0.00009890941,0.001520188,0.9316819,0.0002767274,0.0002198012,0.001480218,0.01150143,0.0238656,0.006506346,0.02026401,0.002416819,0.0001680522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938617,0.0000933406,0.002301696,0.00007764546,0.000007684929,0.0000710585,0.00001479668,0.00002109076,0.003550962],"genre_scores_gemma":[0.9954278,0.00009228229,0.003883653,0.00002667155,0.000005635067,0.00005884527,0.00003278261,0.000007078123,0.0004652446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007330818,"threshold_uncertainty_score":0.03876954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05234731996742484,"score_gpt":0.3507598619802142,"score_spread":0.2984125420127894,"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."}}