{"id":"W2836591577","doi":"10.15575/jtk.v3i1.2593","title":"ANALISIS PROFIL MANAJEMEN LABORATORIUM DALAM PEMBELAJARAN KIMIA DI SMA WILAYAH SUMEDANG","year":2018,"lang":"id","type":"article","venue":"JTK (Jurnal Tadris Kimiya)","topic":"Education and Character Development","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; Psychology","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":[0.001885232,0.000674326,0.0007199987,0.0003472968,0.001861819,0.0008341226,0.001233317,0.0005205584,0.003603139],"category_scores_gemma":[0.0002702588,0.0006716523,0.0002986141,0.002201716,0.0009130241,0.0008940465,0.0002556063,0.00078697,0.00129464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008003126,"about_ca_system_score_gemma":0.00218364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003456529,"about_ca_topic_score_gemma":0.001127987,"domain_scores_codex":[0.9935896,0.0007050955,0.001229093,0.001055715,0.001929695,0.001490817],"domain_scores_gemma":[0.9957178,0.0001252901,0.0009347675,0.0007374558,0.001396332,0.001088366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001445132,0.001081128,0.755936,0.0002126586,0.0005682185,0.0001062012,0.09629435,9.76236e-7,0.00188719,0.003974405,0.1315376,0.008256765],"study_design_scores_gemma":[0.0006638133,0.0002009327,0.389864,0.0001677149,0.0001645383,0.00001003733,0.02078157,0.00003444151,0.003403358,0.00007228569,0.5838158,0.0008215054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898442,0.000494388,0.00005859491,0.01892067,0.009441513,0.000794251,0.00005233508,0.000205056,0.07159124],"genre_scores_gemma":[0.9519522,0.001014631,0.0002790377,0.002141923,0.005959796,0.00009045412,0.00009244756,0.00009526865,0.03837425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4522783,"threshold_uncertainty_score":0.9995735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02737569315684482,"score_gpt":0.3182220281163731,"score_spread":0.2908463349595282,"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."}}