{"id":"W2770684682","doi":"10.1177/2167696817739393","title":"Wired for Innovation","year":2017,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Status quo; Context (archaeology); Action (physics); Sociology; Psychology; Public relations; Social psychology; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002082501,0.00005690649,0.00006191179,0.00007388608,0.000676924,0.00006733826,0.0002226213,0.00002838411,0.0002410484],"category_scores_gemma":[0.0007311355,0.00005799627,0.0000236944,0.0001093079,0.00009409955,0.0001294979,0.00002056567,0.00004067164,0.0000613138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001245773,"about_ca_system_score_gemma":0.00002015864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000291226,"about_ca_topic_score_gemma":0.000007870494,"domain_scores_codex":[0.9994398,0.00001802125,0.0001184612,0.0001939967,0.00006528573,0.0001643895],"domain_scores_gemma":[0.9992563,0.00004288424,0.000135117,0.0004391895,0.00009982527,0.00002670768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000126155,0.0007107049,0.08124498,0.00004332476,0.00003119465,0.000003714957,0.02548564,0.000003656502,0.03522662,0.2667529,0.1090384,0.4813327],"study_design_scores_gemma":[0.001683539,0.0001759189,0.7550619,0.00003942482,0.00001475699,0.00001101832,0.002380649,0.000307231,0.005045758,0.00659853,0.2283863,0.0002949542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572586,0.0000137159,0.004509924,0.003790503,0.002820697,0.0001826834,0.0000093589,0.00006466747,0.03134987],"genre_scores_gemma":[0.9890135,0.000002197801,0.000763238,0.0003611595,0.0001903915,0.00007267915,0.000005228777,0.000009226082,0.009582408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.673817,"threshold_uncertainty_score":0.520642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08490262686567229,"score_gpt":0.4421064449035049,"score_spread":0.3572038180378326,"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."}}