{"id":"W2933333364","doi":"10.33751/pedagog.v2i1.743","title":"STANDAR SARANA PRASARANA LABORATORIUM IPA SEKOLAH MENENGAH ATAS DI WILAYAH BOGOR","year":2018,"lang":"en","type":"article","venue":"Pedagonal Jurnal Ilmiah Pendidikan","topic":"Educational Research and Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Mathematics education; SMA*; Facilitation; Data collection; Sample (material); Psychology; Medical education; Engineering; Computer science; Mathematics; Medicine; Physics; Statistics","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":[],"category_scores_codex":[0.004558684,0.0003339877,0.0004014208,0.0002790934,0.002183443,0.0004010094,0.0009950048,0.0002327181,0.00295145],"category_scores_gemma":[0.002276978,0.0003176706,0.0001903644,0.001046835,0.001234975,0.0008458964,0.0001508947,0.0007590778,0.0005790981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000530758,"about_ca_system_score_gemma":0.005421536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002981335,"about_ca_topic_score_gemma":0.004085417,"domain_scores_codex":[0.9938267,0.001176231,0.0005356817,0.0006433608,0.002445058,0.001373007],"domain_scores_gemma":[0.9959762,0.0007578583,0.0002314944,0.0004407067,0.001357692,0.001236034],"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":[0.00219717,0.001790609,0.1145277,0.0002102025,0.0007954611,0.0003157371,0.06139886,0.00001104536,0.01680674,0.5110434,0.225937,0.06496612],"study_design_scores_gemma":[0.0007312511,0.0003575816,0.02899075,0.00005957838,0.00005213601,0.00001551238,0.008272785,0.00002297531,0.003446865,0.003315017,0.9542308,0.0005047721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7768667,0.00250232,0.0008560092,0.01518203,0.003568585,0.0008930516,0.0006859743,0.0002545514,0.1991907],"genre_scores_gemma":[0.9816059,0.0008719703,0.002479486,0.0008307538,0.007343002,0.000048316,0.00006251905,0.00005508743,0.006702904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7282938,"threshold_uncertainty_score":0.9999275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07510177533100071,"score_gpt":0.471024004112842,"score_spread":0.3959222287818413,"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."}}