{"id":"W4310226090","doi":"10.15402/esj.v8i2.70813","title":"Review of Secret Feminist Agenda, Season 4","year":2022,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8859155,0.000221256,0.000503599,0.0005214698,0.579042,0.0008096134,0.001303901,0.0001070952,0.0006208452],"category_scores_gemma":[0.7542994,0.0002226831,0.0002113122,0.0007684603,0.0006807723,0.000763179,0.0007131469,0.6619968,0.00001193597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003804286,"about_ca_system_score_gemma":0.0006473606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484067,"about_ca_topic_score_gemma":0.00007750248,"domain_scores_codex":[0.2154699,0.7812889,0.0005018518,0.0002041462,0.001784692,0.0007504963],"domain_scores_gemma":[0.8020056,0.1962906,0.0003421027,0.0004569031,0.0003213841,0.0005833135],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006631925,0.0002360962,0.001946356,0.0007474137,0.00007832618,0.00007178468,0.9129326,0.00004610185,0.0007661517,0.0001654138,0.01256325,0.07038019],"study_design_scores_gemma":[0.000295124,0.0003183519,0.0004408123,0.001207631,0.0000145215,0.0001022069,0.5765629,0.0000203613,0.000006916133,0.0001026346,0.4207839,0.0001446778],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8872387,0.0455893,0.00003646189,0.001492107,0.0004662162,0.0003933863,0.00001524408,0.0001226001,0.06464592],"genre_scores_gemma":[0.9815905,0.01362694,0.0005339463,0.000586289,0.0003622691,0.00002285763,0.00002360263,0.00004767852,0.00320591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6618897,"threshold_uncertainty_score":0.9080755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1967282553264344,"score_gpt":0.429681765377298,"score_spread":0.2329535100508636,"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."}}