{"id":"W4293166003","doi":"10.24239/al-mishbah.vol17.iss1.222","title":"","year":2021,"lang":"","type":"article","venue":"Al-Mishbah | Jurnal Ilmu Dakwah dan Komunikasi","topic":"Environmental Engineering and Cultural Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (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","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00152441,0.002859055,0.002679845,0.0003320061,0.004144279,0.003738425,0.005707075,0.0007241407,0.0001208743],"category_scores_gemma":[0.0006690768,0.002869982,0.001858212,0.003872074,0.001318184,0.005029532,0.007169312,0.003684648,0.000195447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114649,"about_ca_system_score_gemma":0.0005206286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004471573,"about_ca_topic_score_gemma":0.0004127358,"domain_scores_codex":[0.9834368,0.001223152,0.003170688,0.004266874,0.003542257,0.004360253],"domain_scores_gemma":[0.9904584,0.0006537183,0.001141958,0.004600343,0.000745488,0.00240008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000429636,0.007051665,0.03412915,0.001050777,0.007318767,0.02113473,0.02317285,0.04662739,0.196052,0.02224307,0.02543373,0.6153562],"study_design_scores_gemma":[0.009282821,0.002445191,0.2089249,0.002558188,0.001200627,0.009709604,0.009279995,0.04498881,0.08663864,0.0008949882,0.6153924,0.008683794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8737559,0.06418876,0.01439343,0.0367559,0.006073241,0.0009137526,0.0001275064,0.000888482,0.00290307],"genre_scores_gemma":[0.9323009,0.03131656,0.01951814,0.009723744,0.001173902,0.000130188,0.0001350839,0.0002496627,0.005451845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6066724,"threshold_uncertainty_score":0.9996725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327358937430688,"score_gpt":0.2201209345258381,"score_spread":0.2068473451515313,"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."}}