{"id":"W2891729719","doi":"10.1002/jocb.373","title":"Change it Up: Inactivity and Repetitive Activity Reduce Creative Thinking","year":2018,"lang":"en","type":"article","venue":"The Journal of Creative Behavior","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Feeling; Sitting; Flexibility (engineering); Mood; Psychology; Physical activity; Creativity; Creative thinking; Cognitive psychology; Social psychology; Developmental psychology; Physical medicine and rehabilitation; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001280448,0.000223288,0.000364987,0.0001824766,0.0005302673,0.00006398933,0.0003791693,0.00009270448,0.001122694],"category_scores_gemma":[0.0004483981,0.0001519231,0.00009128029,0.0003733455,0.001337868,0.000652562,0.0001092448,0.0005522072,0.00003518012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281692,"about_ca_system_score_gemma":0.0001043883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005173892,"about_ca_topic_score_gemma":0.00006116194,"domain_scores_codex":[0.997709,0.001007637,0.0003063195,0.0002646463,0.0004139455,0.000298455],"domain_scores_gemma":[0.9974826,0.0006878871,0.0007642777,0.0003558618,0.000553374,0.0001560261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.005762727,0.004136026,0.06193665,0.00002052008,0.0002869338,0.0001479306,0.5821472,2.463514e-7,0.1470618,0.005942666,0.01107024,0.181487],"study_design_scores_gemma":[0.0007087972,0.001552216,0.92387,0.00009643552,0.0002896434,0.00069955,0.02319234,0.000002720436,0.04680811,0.0002687845,0.002307629,0.0002038212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778617,0.0001049031,0.0003383138,0.002376936,0.001281079,0.0004109558,0.00002138448,0.00001879297,0.0175859],"genre_scores_gemma":[0.9934854,0.0001339651,0.00009669512,0.0004661518,0.0006107342,0.0000385194,4.781624e-7,0.0000194499,0.005148588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8619333,"threshold_uncertainty_score":0.9997904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398356111216098,"score_gpt":0.4392231000569382,"score_spread":0.2993874889353284,"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."}}