{"id":"W4385701586","doi":"10.21009/eips.01101","title":"PENINGKATAN KOMPETENSI PROFESIONAL GURU IPS (Studi Kasus Di MGMP IPS Kecamatan Cengkareng Jakarta Barat)","year":2017,"lang":"id","type":"article","venue":"Edukasi IPS","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Physics; Psychology; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005501563,0.0008839961,0.001064497,0.0002340863,0.01060997,0.001562829,0.002847044,0.0007149228,0.002472341],"category_scores_gemma":[0.008305159,0.0008609505,0.0005542873,0.0005486513,0.001638968,0.001211481,0.0007753467,0.002036835,0.002237524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005594215,"about_ca_system_score_gemma":0.002469803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001994742,"about_ca_topic_score_gemma":0.001425848,"domain_scores_codex":[0.9906187,0.002659088,0.001104351,0.001608877,0.002130553,0.001878402],"domain_scores_gemma":[0.9929515,0.001755015,0.001373206,0.001903031,0.0009910541,0.001026214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002192676,0.001693165,0.6310983,0.0003341126,0.0005753227,0.0002038564,0.1046184,0.00002325511,0.001230041,0.05063795,0.1916114,0.0177549],"study_design_scores_gemma":[0.0007905439,0.0002079501,0.648322,0.0005108532,0.0002061232,0.00002809526,0.02783935,0.00004869057,0.0001496698,0.0009932148,0.319798,0.001105561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7983338,0.003558889,0.00005679962,0.02314825,0.02034305,0.001343948,0.0001261241,0.0003052243,0.1527839],"genre_scores_gemma":[0.9303578,0.0002548119,0.002975207,0.0004320599,0.009127653,0.0001128527,0.0001121444,0.0001194752,0.05650797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.132024,"threshold_uncertainty_score":0.9994736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07239596786358557,"score_gpt":0.3985123122996404,"score_spread":0.3261163444360549,"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."}}