{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002269508,0.00006130139,0.0001338023,0.0005663156,0.0004598088,0.00008140435,0.0002103428,0.000008592636,0.0004197028],"category_scores_gemma":[0.00104718,0.0000581789,0.00003107157,0.001140792,0.00003799766,0.0001566701,0.0001600613,0.0002627631,0.000002416057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009058236,"about_ca_system_score_gemma":0.00006035814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004527971,"about_ca_topic_score_gemma":0.001140391,"domain_scores_codex":[0.9989502,0.0002905957,0.0002245038,0.00008814503,0.0003178683,0.0001286667],"domain_scores_gemma":[0.9992982,0.000157718,0.0001647383,0.00007918519,0.0002586695,0.00004149196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004556622,0.0007843478,0.0796682,0.000006461289,0.00007081565,0.0001357182,0.8314409,0.0000104221,0.00001837377,0.05362516,0.01818686,0.01600716],"study_design_scores_gemma":[0.0009046423,0.000302854,0.01272472,0.00002263261,0.00003220674,9.006257e-7,0.492164,0.000002463538,0.00001442883,0.0003730272,0.4933379,0.0001202263],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6855851,0.0003265751,0.000003191134,0.0001166984,0.0006618168,0.000109142,0.00000110767,0.00001604472,0.3131803],"genre_scores_gemma":[0.9866773,0.000004210214,0.00002133985,0.00007251893,0.0007372244,0.000005370683,6.856906e-7,0.000006943987,0.01247443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.475151,"threshold_uncertainty_score":0.4595451,"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."}}