{"id":"W4404941406","doi":"10.25071/2563-2418.33","title":"KATA PENGANTAR","year":2022,"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":"Political science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0230432,0.00006078064,0.0001398349,0.0003622456,0.001865956,0.00005669173,0.00102117,0.0000396049,0.008862539],"category_scores_gemma":[0.00469303,0.00006414669,0.00008564685,0.001467976,0.0007774747,0.0001652708,0.0004486494,0.0006760762,0.00007998792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000984432,"about_ca_system_score_gemma":0.002196573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008370463,"about_ca_topic_score_gemma":0.0003394009,"domain_scores_codex":[0.991721,0.003747901,0.0002028715,0.0002574675,0.003211765,0.0008590214],"domain_scores_gemma":[0.9963048,0.001935972,0.00004485889,0.0003348574,0.001017281,0.0003623087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002748638,0.0007045778,0.005469185,0.00006080085,0.00005104374,0.00003475706,0.01766015,0.00003606177,0.003452174,0.6361862,0.2870066,0.04906361],"study_design_scores_gemma":[0.0001141814,0.0002050435,0.00611485,0.000007901233,0.000001134885,0.000001054394,0.02672313,0.000009231554,0.003021905,0.03623576,0.9274786,0.00008720119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.477504,0.002431554,0.00003600421,0.07320672,0.0003526365,0.0007153749,0.000084466,0.00004349912,0.4456258],"genre_scores_gemma":[0.971451,0.0009903976,0.0006673599,0.0002697316,0.0003086331,0.0001095812,0.00001579289,0.00001294353,0.02617457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6404721,"threshold_uncertainty_score":0.9994335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7833112355104525,"score_gpt":0.6861872144649976,"score_spread":0.09712402104545481,"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."}}