{"id":"W3089093056","doi":"10.30821/biolokus.v3i1.720","title":"PROFIL KETERAMPILAN MENYUSUN SKENARIO PEMBELAJARAN MAHASISWA CALON GURU BIOLOGI PERGURUAN TINGGI KEAGAMAAN","year":2020,"lang":"id","type":"article","venue":"JURNAL BIOLOKUS","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Mathematics education; Psychology; Art","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":[0.002537543,0.000655582,0.0008245267,0.0001614452,0.001560508,0.000422527,0.001190293,0.0007405009,0.002240594],"category_scores_gemma":[0.002400697,0.0005505877,0.0005572891,0.001305282,0.0007311592,0.0002816794,0.0002309093,0.001680079,0.001524846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003179545,"about_ca_system_score_gemma":0.001029272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712091,"about_ca_topic_score_gemma":0.0002079098,"domain_scores_codex":[0.9928225,0.002839507,0.0009887014,0.001200138,0.0008323315,0.001316785],"domain_scores_gemma":[0.9966475,0.0007653974,0.0007388925,0.0003790246,0.0003691986,0.001099929],"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":[0.0006661849,0.001352837,0.6418009,0.0004036244,0.0009085406,0.0001809922,0.1727477,0.00005225772,0.03022754,0.005103593,0.06674617,0.07980967],"study_design_scores_gemma":[0.001087594,0.001877602,0.1847225,0.0002701051,0.0002667085,0.00003771079,0.01926292,0.0002228811,0.001266593,0.0003031033,0.7891442,0.00153807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087133,0.002448821,0.000109117,0.04812665,0.003400811,0.0007382714,0.00008342531,0.0002998631,0.03607969],"genre_scores_gemma":[0.9793072,0.0006787418,0.001761553,0.004429605,0.005411718,0.00004453289,0.0001297605,0.00006072418,0.00817621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.722398,"threshold_uncertainty_score":0.9997393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07684865050429092,"score_gpt":0.3615990768340048,"score_spread":0.2847504263297139,"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."}}