{"id":"W4404916959","doi":"10.25071/2563-2418.115","title":"Kata Pengantar","year":2024,"lang":"en","type":"article","venue":"LOBO Annals of Sulawesi Research","topic":"Educational Research and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001943084,0.000637279,0.0005880873,0.0005892919,0.001896801,0.002833921,0.0005464072,0.001097029,0.08271134],"category_scores_gemma":[0.006603596,0.0002827139,0.0002521581,0.0003769813,0.0009076215,0.002344449,0.002233223,0.00328445,0.05033186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123166,"about_ca_system_score_gemma":0.001591378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002137742,"about_ca_topic_score_gemma":0.003679182,"domain_scores_codex":[0.9985458,0.0004074833,0.00006358895,0.0003389917,0.0005015162,0.0001427241],"domain_scores_gemma":[0.9970497,0.0004268661,0.000209779,0.000184606,0.001619653,0.0005092967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008606241,0.00003323227,0.0006040744,0.0002018572,0.00001549665,0.0002566476,0.0009663411,0.00004190293,0.0008288097,0.01057544,0.9321733,0.05421688],"study_design_scores_gemma":[0.00000703419,0.00001244534,0.0006643256,0.00009686501,0.000009086318,0.0003444091,0.0007839309,0.00006644774,0.0004048386,0.001649302,0.9959448,0.00001650981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01337945,0.05573647,0.005503445,0.5176354,0.1462587,0.0001669972,0.0009789676,0.001745501,0.258595],"genre_scores_gemma":[0.05685052,0.009494922,0.002310678,0.05540199,0.00896991,0.0001263039,0.0002373226,0.000681703,0.8659266],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9172887,"threshold_uncertainty_score":0.276697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7927180163876713,"score_gpt":0.7233296134791112,"score_spread":0.06938840290856008,"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."}}