{"id":"W4412738302","doi":"10.7202/1118913ar","title":"Radical Suffering, Callousness, and Child Abuse: Communal Responsibilities for Suffering and Advocacy within Cultures Abuse","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Child abuse; Criminology; Suicide prevention; Psychology; Poison control; Human factors and ergonomics; Occupational safety and health; Psychiatry; Medical emergency; Medicine; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001317269,0.0001895722,0.0003459443,0.0003070508,0.0005496094,0.00009777967,0.0002160696,0.0002833063,0.00003585187],"category_scores_gemma":[0.000178895,0.0001690001,0.00007093757,0.0001205141,0.0009594575,0.00009390196,0.00001726296,0.0009156708,9.158428e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600285,"about_ca_system_score_gemma":0.001041331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01570591,"about_ca_topic_score_gemma":0.1396824,"domain_scores_codex":[0.9984711,0.000213073,0.0005342379,0.0002094514,0.0001348802,0.0004372473],"domain_scores_gemma":[0.9983944,0.0003670835,0.0001941159,0.0002251981,0.0001532104,0.0006660516],"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":[0.003052536,0.0003076304,0.1611375,0.003101836,0.0009999918,0.0005529024,0.4342557,0.00001967051,0.0004019921,0.3690532,0.02087466,0.006242308],"study_design_scores_gemma":[0.01955899,0.00480303,0.2939297,0.007809016,0.0007046973,0.003407985,0.2203391,0.000136313,0.002529873,0.0227827,0.4221509,0.001847627],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856972,0.007044194,0.0001754645,0.004489661,0.001307513,0.0003162944,0.00006567885,0.00001095056,0.0008930437],"genre_scores_gemma":[0.9950123,0.0006783738,0.0007220288,0.002541943,0.0001670737,0.000008989196,0.000008362081,0.00002133868,0.0008396182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4012763,"threshold_uncertainty_score":0.9908486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04031896665734857,"score_gpt":0.3614042067876753,"score_spread":0.3210852401303267,"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."}}