{"id":"W4304731445","doi":"10.1093/cercor/bhac405","title":"Creativity in verbal associations is linked to semantic control","year":2022,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"European Research Council; Medical Research Council; Rosetrees Trust","keywords":"Creativity; Psychology; Control (management); Cognitive psychology; Linguistics; Cognitive science; Computer science; Artificial intelligence; Social psychology; Philosophy","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":[0.0006439829,0.0002903834,0.0001865514,0.0006303047,0.0001995218,0.001201925,0.0002858897,0.0002951121,0.002499863],"category_scores_gemma":[0.006884935,0.0001682251,0.0001569147,0.0004103125,0.001026805,0.0006712814,0.001028237,0.0005820417,0.000182085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002058221,"about_ca_system_score_gemma":0.0002318376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004038593,"about_ca_topic_score_gemma":0.000486708,"domain_scores_codex":[0.9995548,0.0001129401,0.00003063989,0.0001136315,0.0001374905,0.00005043996],"domain_scores_gemma":[0.9967212,0.001509886,0.001063046,0.0003226245,0.0001731502,0.0002101427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002572001,0.001236254,0.2968424,0.0006364077,0.0003600738,0.003587459,0.01381539,0.005101183,0.4007885,0.01726793,0.001454929,0.2563374],"study_design_scores_gemma":[0.0001999618,0.0004624466,0.8940528,0.00008321527,0.0001263712,0.004355495,0.002217386,0.006043668,0.02930449,0.06094654,0.002126335,0.00008131937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911138,0.00009839448,0.003115186,0.00006764985,0.000006830621,0.00001261384,0.00004679792,0.00002876358,0.005509901],"genre_scores_gemma":[0.9981928,0.00005868391,0.0009877129,0.00002774272,0.000008837321,0.00001519516,0.00006644743,0.00001435865,0.0006281393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002499863,"threshold_uncertainty_score":0.00836283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03622349319048658,"score_gpt":0.3499806080909358,"score_spread":0.3137571149004492,"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."}}