{"id":"W4242709541","doi":"10.24036/student.v4i2.915","title":"","year":2020,"lang":"","type":"article","venue":"JURNAL BUANA","topic":"Waste Management and Recycling","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007535343,0.0008384481,0.0008116695,0.00009805037,0.00115747,0.000694394,0.001924105,0.0002481888,0.004816613],"category_scores_gemma":[0.0001564238,0.0007892253,0.0006395336,0.001913729,0.0006788608,0.001723927,0.002455157,0.001192391,0.002563961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002905666,"about_ca_system_score_gemma":0.00002944045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002100819,"about_ca_topic_score_gemma":0.00005974259,"domain_scores_codex":[0.9929832,0.0002267654,0.001477726,0.001685251,0.001876925,0.001750098],"domain_scores_gemma":[0.996552,0.000107193,0.00065561,0.0005600384,0.00001715344,0.002108037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001189425,0.0005943621,0.5167309,0.000347312,0.0005412892,0.001462771,0.01438379,0.0868005,0.0634684,0.0005502481,0.008279296,0.3056517],"study_design_scores_gemma":[0.005904643,0.002316645,0.7119541,0.0003118165,0.0008251687,0.00004299729,0.01031655,0.1666843,0.0081066,0.0005293198,0.0901386,0.002869354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8716085,0.0009458936,0.002635074,0.1126899,0.00101507,0.0007996381,0.00001495756,0.0001232136,0.01016777],"genre_scores_gemma":[0.9782054,0.0009740719,0.0008488504,0.01734371,0.001853152,0.000007613172,0.000002913848,0.00007260883,0.0006917177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3027824,"threshold_uncertainty_score":0.9994559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671269160247558,"score_gpt":0.2208198572256489,"score_spread":0.1941071656231733,"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."}}