{"id":"W3011142251","doi":"10.5539/gjhs.v12n5p1","title":"Assessment of the Efficacy of Creativity-Based Instructional Model on Scientific Attitude in Basic Science and Technology Among Pupils","year":2020,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Psychology; Analysis of covariance; Mathematics education; Data collection; Positive attitude; Test (biology); Null hypothesis; Scale (ratio); Structural equation modeling; Sample (material); Social psychology; Social science; Mathematics; Sociology; Statistics","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":[0.002718904,0.0001854053,0.000326664,0.0004729009,0.0002586243,0.0005286454,0.0001984355,0.0003105566,0.0009520071],"category_scores_gemma":[0.006733856,0.0001623955,0.0004769428,0.0001580602,0.0002383369,0.0002999888,0.0003761686,0.0004541503,0.0001901629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002187936,"about_ca_system_score_gemma":0.0004505352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003763219,"about_ca_topic_score_gemma":0.0004276058,"domain_scores_codex":[0.9988188,0.0004436043,0.00010426,0.00007129472,0.0004465232,0.0001154908],"domain_scores_gemma":[0.9961925,0.001546035,0.0009437162,0.0002625155,0.0006666674,0.0003885673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007071552,0.006338049,0.8756959,0.0003545489,0.000157672,0.0002599403,0.01449021,0.0002834166,0.01696861,0.0003087801,0.0003336939,0.08410201],"study_design_scores_gemma":[0.00005614568,0.005727976,0.9843938,0.00006456765,0.0001058946,0.0001980898,0.004776879,0.0005105055,0.002953181,0.0001453984,0.00104521,0.00002233717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991048,0.00004821587,0.0001092569,0.0000308044,0.000003334824,0.00002528752,0.000005510603,0.000002116103,0.000670524],"genre_scores_gemma":[0.999044,0.00009455222,0.0004180296,0.00001424525,0.000006468184,0.00002805557,0.00001338355,0.00000123981,0.0003800465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002718904,"threshold_uncertainty_score":0.01437914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0833822427673742,"score_gpt":0.4508548413638048,"score_spread":0.3674725985964306,"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."}}