{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002567879,0.0005044048,0.0006540589,0.0003881759,0.002195046,0.0005987266,0.001270452,0.0003711269,0.006316155],"category_scores_gemma":[0.001019913,0.0004513279,0.0004278093,0.0007744259,0.0005505082,0.00115017,0.0002121795,0.000859673,0.001316501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003656934,"about_ca_system_score_gemma":0.0007192449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003224081,"about_ca_topic_score_gemma":0.0007448189,"domain_scores_codex":[0.994257,0.001095516,0.0009259408,0.0007901382,0.001690611,0.001240749],"domain_scores_gemma":[0.9965054,0.001049156,0.0004998161,0.0006238162,0.0004460051,0.0008757795],"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":[0.0001505402,0.001555764,0.2497533,0.0002083566,0.0007226319,0.0001311789,0.07789051,0.00004598485,0.007425352,0.3899738,0.1973022,0.07484037],"study_design_scores_gemma":[0.001279934,0.0002524171,0.4106908,0.0002242913,0.0001475399,0.00005073805,0.02133022,0.00009739068,0.001283709,0.04709008,0.5160823,0.001470631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8276015,0.0007591667,0.0002019897,0.03776349,0.003334154,0.001417445,0.00003076052,0.0004063951,0.1284851],"genre_scores_gemma":[0.9533638,0.0002144246,0.01177646,0.001526886,0.002183514,0.0001565514,0.00006161771,0.00009114783,0.03062554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3428838,"threshold_uncertainty_score":0.9997938,"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."}}