{"id":"W2039446275","doi":"10.1080/13598130701350742","title":"Predictably, an unconvincing second attempt","year":2007,"lang":"en","type":"article","venue":"High Ability Studies","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Psychology; Epistemology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00121774,0.0001324795,0.0002080549,0.00006895021,0.0002627358,0.00001943371,0.0001722756,0.00005158356,0.001245671],"category_scores_gemma":[0.0004014539,0.0001178871,0.00004018344,0.0002346437,0.0004636058,0.0001535531,0.00006965484,0.0001416824,0.0001292831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009750854,"about_ca_system_score_gemma":0.00002784344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001536498,"about_ca_topic_score_gemma":0.000944158,"domain_scores_codex":[0.9986001,0.0001273949,0.0002755233,0.0004831376,0.000172198,0.00034166],"domain_scores_gemma":[0.998496,0.0006715237,0.00007439283,0.0005326497,0.0001136574,0.0001117712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001650255,0.00173607,0.8547795,0.0001025318,0.0001266449,0.00002634051,0.08118983,0.000005390337,0.008680289,0.01491562,0.02565893,0.01261377],"study_design_scores_gemma":[0.0002448207,0.0001842413,0.9638295,0.000006502433,0.00001068363,0.00001004525,0.01926616,0.000002471955,0.001342687,0.0009164361,0.01404476,0.0001417574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875322,0.0002556031,0.0002189456,0.0008483584,0.002818554,0.0001970246,0.00001670317,0.000127928,0.007984681],"genre_scores_gemma":[0.995423,0.000008128478,0.0001480281,0.0007710765,0.000228035,0.00002291867,0.000002513407,0.000008764738,0.003387502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1090499,"threshold_uncertainty_score":0.9996673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07948571301461808,"score_gpt":0.4314689259785988,"score_spread":0.3519832129639807,"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."}}