{"id":"W4409985383","doi":"10.32396/usurj.v9i2.752","title":"Voices Unheard","year":2024,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002542807,0.0005983633,0.000482377,0.0009940777,0.017306,0.01043648,0.001265405,0.004332783,0.04957988],"category_scores_gemma":[0.007991521,0.000288711,0.0003394563,0.0008986446,0.006715285,0.004715791,0.01000056,0.007065176,0.01108646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007167307,"about_ca_system_score_gemma":0.01170511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0930439,"about_ca_topic_score_gemma":0.2155578,"domain_scores_codex":[0.9942708,0.001088973,0.0001364917,0.0005577047,0.002080243,0.001865751],"domain_scores_gemma":[0.9974439,0.0005683607,0.0002011229,0.0002535896,0.0007929338,0.000740051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000880371,0.00002635721,0.00282842,0.000214308,0.00002940295,0.003541093,0.1253017,0.0001003956,0.001516106,0.2319099,0.4664082,0.1680361],"study_design_scores_gemma":[0.00000211664,0.000006154111,0.0003195364,0.0001426586,0.000005527368,0.0003031233,0.02683453,0.00001648296,0.0001421725,0.002691677,0.9695272,0.000008862037],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02871673,0.0120242,0.001919131,0.1046819,0.01942176,0.00006122077,0.0003429443,0.0002224087,0.8326097],"genre_scores_gemma":[0.2742947,0.004882329,0.0007257612,0.05136812,0.003764792,0.0000414718,0.0002926203,0.0003015609,0.6643287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0930439,"threshold_uncertainty_score":0.1850047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03786873686161049,"score_gpt":0.327297483570606,"score_spread":0.2894287467089954,"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."}}