{"id":"W4416928975","doi":"10.15353/un-disturbed.v2i2.6727","title":"Ex Tenebris","year":2025,"lang":"","type":"article","venue":"(Un)Disturbed A Journal of Feminist Voices","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.005464324,0.001807154,0.003302049,0.002595446,0.001428708,0.001733534,0.004300775,0.0009298126,0.002386092],"category_scores_gemma":[0.00180614,0.001699633,0.002361804,0.004686826,0.0017063,0.001404846,0.0008832402,0.003342387,0.002364608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120351,"about_ca_system_score_gemma":0.002601981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008655559,"about_ca_topic_score_gemma":0.00008199007,"domain_scores_codex":[0.9866527,0.001316948,0.005536772,0.001355916,0.002972828,0.002164832],"domain_scores_gemma":[0.9849805,0.001669544,0.007920153,0.001766465,0.002330489,0.001332819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01989624,0.01827013,0.1081184,0.004195413,0.03428354,0.01415829,0.03747512,0.0003612811,0.1022441,0.01299025,0.3750292,0.2729781],"study_design_scores_gemma":[0.01498001,0.002707729,0.1000301,0.006077455,0.008215987,0.004076629,0.01579617,0.0006013656,0.02002594,0.008641221,0.8158935,0.002953948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6890383,0.133494,0.0008683953,0.007616302,0.01484781,0.001391904,0.001098697,0.0002258261,0.1514188],"genre_scores_gemma":[0.9814349,0.001909685,0.003730542,0.001558997,0.002273361,0.00001440049,0.0000191024,0.0003234773,0.008735569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4408643,"threshold_uncertainty_score":0.9998713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00955586623710858,"score_gpt":0.2773698344019739,"score_spread":0.2678139681648654,"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."}}