{"id":"W4245790545","doi":"10.24036/student.v4i1.838","title":"","year":2020,"lang":"","type":"article","venue":"JURNAL BUANA","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Physics; Philosophy","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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004969372,0.0006244329,0.0008978921,0.0001502999,0.003880744,0.0009186618,0.00177185,0.0004564068,0.001876855],"category_scores_gemma":[0.01020461,0.0006459079,0.0007564748,0.004158605,0.001149601,0.001341592,0.0002432084,0.002188045,0.0003081923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003084854,"about_ca_system_score_gemma":0.002539271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00283844,"about_ca_topic_score_gemma":0.0002097501,"domain_scores_codex":[0.9875405,0.005620975,0.001371491,0.001294694,0.002495516,0.001676825],"domain_scores_gemma":[0.9923689,0.00195176,0.0009783191,0.0003387703,0.0007244655,0.003637749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003866131,0.0006755434,0.3271597,0.0001433767,0.0003339544,0.0001094734,0.5360489,0.001282387,0.001480565,0.05963952,0.01081389,0.06192604],"study_design_scores_gemma":[0.001315501,0.001089783,0.3157075,0.0002037624,0.0003645757,0.00001525645,0.1548805,0.001424762,0.0001911207,0.002539237,0.5208835,0.001384515],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6260716,0.003330039,0.002161413,0.3558143,0.002451341,0.0004237714,0.000009959717,0.0001358162,0.009601742],"genre_scores_gemma":[0.9555504,0.001132823,0.004857695,0.02334652,0.01439284,0.00002118387,0.000005941733,0.00005157003,0.0006409654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5100696,"threshold_uncertainty_score":0.9995992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09781754337342097,"score_gpt":0.4013854692832252,"score_spread":0.3035679259098042,"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."}}