{"id":"W2116304574","doi":"10.18269/jpmipa.v15i2.290","title":"PENINGKATAN KEMAMPUAN ASESMEN MAHASISWA CALON GURU KIMIA MELALUI PENGEMBANGAN PROGRAM PERKULIAHAN EVALUASI PEMBELAJARAN KIMIA BERBASIS INKUIRI","year":2010,"lang":"en","type":"article","venue":"Jurnal Pengajaran Matematika dan Ilmu Pengetahuan Alam","topic":"Educational Methods and Outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ImmunoPrecise (Canada)","funders":"","keywords":"Mathematics education; Test (biology); Chemistry; Chemistry education; 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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008953123,0.001265693,0.001720189,0.0007557931,0.003760126,0.001712374,0.002708121,0.0008853236,0.004850488],"category_scores_gemma":[0.003081289,0.001191623,0.0009602513,0.0012876,0.001458219,0.001726846,0.0003800432,0.003010604,0.0007834168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005169637,"about_ca_system_score_gemma":0.001353833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001658196,"about_ca_topic_score_gemma":0.005598163,"domain_scores_codex":[0.9878272,0.002897392,0.002138671,0.001693303,0.003152261,0.002291214],"domain_scores_gemma":[0.9926732,0.001535338,0.001274057,0.001787604,0.0009968411,0.00173294],"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":[0.001285581,0.007847224,0.2112329,0.004725465,0.002192138,0.000799873,0.1557783,0.0001137868,0.02023538,0.2034065,0.03578401,0.3565988],"study_design_scores_gemma":[0.005386185,0.001533229,0.4671975,0.0009393386,0.001881475,0.0005108663,0.05295099,0.0009546941,0.004472272,0.01476139,0.4437795,0.00563255],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9257471,0.0005899114,0.00007719806,0.009548304,0.004007857,0.003713636,0.0001013882,0.001007529,0.0552071],"genre_scores_gemma":[0.934001,0.0001812892,0.05582665,0.0006503495,0.002811101,0.0006059176,0.0002201925,0.0002746947,0.005428785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4079955,"threshold_uncertainty_score":0.9999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03573867871140068,"score_gpt":0.3904893625642069,"score_spread":0.3547506838528062,"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."}}