{"id":"W4226397622","doi":"10.5430/wjel.v12n3p55","title":"A Study on Creativity, Innovation, and Knowledge","year":2022,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Knowledge management; Process (computing); The arts; Creativity technique; Computer science; Domain (mathematical analysis); Engineering ethics; Sociology; Epistemology; Psychology; Political science; Social psychology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003333647,0.0002618111,0.0002954651,0.001935412,0.005095813,0.006761433,0.0004200336,0.001314195,0.003218963],"category_scores_gemma":[0.00661221,0.0001493039,0.0004886062,0.002868927,0.00780453,0.007314024,0.002531163,0.002039294,0.0002622708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003075346,"about_ca_system_score_gemma":0.004535966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002228331,"about_ca_topic_score_gemma":0.002479922,"domain_scores_codex":[0.9964153,0.002312662,0.0001652329,0.0002455379,0.0005709573,0.0002903473],"domain_scores_gemma":[0.9882989,0.009357465,0.0006834978,0.0003393854,0.0004615536,0.0008591604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001145318,0.000981177,0.0312662,0.0008691606,0.00003103773,0.001443139,0.4128782,0.0002813804,0.0008234194,0.4348351,0.008273989,0.1082027],"study_design_scores_gemma":[0.00007330522,0.0006728858,0.04836762,0.002726495,0.00004227121,0.001903176,0.4899247,0.000554143,0.001190486,0.08339233,0.3710993,0.00005322368],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6195548,0.01589043,0.00364306,0.01629419,0.0005003366,0.000217439,0.00006198342,0.00001122437,0.3438266],"genre_scores_gemma":[0.97874,0.00666953,0.001342017,0.001800162,0.0001178382,0.0001579732,0.00002635715,0.000008002939,0.01113813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006761433,"threshold_uncertainty_score":0.0223133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03375437007472057,"score_gpt":0.3361711634657759,"score_spread":0.3024167933910553,"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."}}