{"id":"W2586295798","doi":"10.22611/jpf.v2i2.3474","title":"MENINGKATKAN PROFESIONALISME GURU DALAM MELAKSANAKAN PEMBELAJARAN FISIKA MELALUI BIMBINGAN TEKNIK KERJA KELOMPOK","year":2013,"lang":"en","type":"article","venue":"Jurnal Pendidikan Fisika","topic":"Educational Methods and Outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"SMA*; Mathematics education; School teachers; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001260192,0.0006225986,0.0003581939,0.0006123625,0.002332198,0.003735218,0.0006390763,0.0009808022,0.02938364],"category_scores_gemma":[0.001265007,0.0002962501,0.0003179219,0.0005799035,0.00123397,0.001689262,0.00255939,0.001613895,0.005710365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001467723,"about_ca_system_score_gemma":0.004702729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002667185,"about_ca_topic_score_gemma":0.007272724,"domain_scores_codex":[0.9992746,0.0001625119,0.00004249488,0.0001197228,0.0002616627,0.0001390246],"domain_scores_gemma":[0.9992089,0.000166977,0.0001099458,0.00005728863,0.0002802446,0.0001766722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001142591,0.001730535,0.0472579,0.003120604,0.0001052623,0.003241138,0.0268821,0.001778779,0.02985296,0.05261509,0.03788689,0.7943861],"study_design_scores_gemma":[0.0001103692,0.001196102,0.120336,0.002165642,0.0001990111,0.00327815,0.06897891,0.00186122,0.02244496,0.02208866,0.7571396,0.0002013664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6754106,0.01723744,0.01161812,0.01348523,0.00142953,0.0002489689,0.000363426,0.0005336663,0.2796731],"genre_scores_gemma":[0.8605594,0.008708141,0.01177198,0.001144672,0.0001473528,0.000130611,0.0002850864,0.0001039128,0.1171489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02938364,"threshold_uncertainty_score":0.09829801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026270033202077,"score_gpt":0.3547225763625518,"score_spread":0.324459876030531,"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."}}