{"id":"W4230077138","doi":"10.24239/al-mishbah.vol16.iss2.197","title":"","year":2020,"lang":"","type":"article","venue":"Al-Mishbah | Jurnal Ilmu Dakwah dan Komunikasi","topic":"Cultural and Artistic Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"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","research_integrity"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.002476139,0.002632391,0.00338733,0.0002592855,0.01202097,0.003031391,0.005065076,0.0008230314,0.0008733413],"category_scores_gemma":[0.005977368,0.002379586,0.002081879,0.005268723,0.005879323,0.002872387,0.002869586,0.003453784,0.0005029073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006507547,"about_ca_system_score_gemma":0.001053614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006856816,"about_ca_topic_score_gemma":0.005697284,"domain_scores_codex":[0.9798511,0.002723804,0.003951776,0.003532459,0.004792883,0.005148036],"domain_scores_gemma":[0.9872403,0.001995358,0.002195198,0.00137181,0.001626662,0.005570706],"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":[0.00290073,0.002486065,0.09826162,0.0006531054,0.004660098,0.003131462,0.4178982,0.0004003161,0.0294163,0.0498402,0.1822282,0.2081237],"study_design_scores_gemma":[0.004309877,0.002069372,0.03885455,0.0005705361,0.0011566,0.0001160815,0.129651,0.0009016711,0.0009823557,0.001073128,0.8169855,0.003329258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6965382,0.008708964,0.0000543217,0.2742608,0.002695294,0.001648672,0.0002789491,0.0004527693,0.01536197],"genre_scores_gemma":[0.9276812,0.01699504,0.0009630378,0.04494778,0.006898945,0.0001136807,0.00006470903,0.0001889476,0.002146662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6347573,"threshold_uncertainty_score":0.9997566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06163823140791434,"score_gpt":0.3044530451003572,"score_spread":0.2428148136924428,"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."}}