{"id":"W1822363874","doi":"","title":"Admissibility frameworks and scientific evidence: controversies in relation to shaken baby syndrome / abusive head trauma","year":2015,"lang":"en","type":"article","venue":"British Journal of American Legal Studies","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shaken baby syndrome; Verdict; Scientific evidence; Criminology; Psychology; Law; Child abuse; Political science; Poison control; Suicide prevention; Medicine; Epistemology; Medical emergency; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008341629,0.0001371903,0.0007039137,0.0002104589,0.0001420261,0.0001175288,0.000087559,0.00008738623,0.00001019639],"category_scores_gemma":[0.003520651,0.0001252994,0.00010145,0.0005897947,0.0006423914,0.0003386831,0.00005406549,0.0008561597,0.000004472434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002558197,"about_ca_system_score_gemma":0.0001870954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005705844,"about_ca_topic_score_gemma":0.0004662754,"domain_scores_codex":[0.998347,0.00009774779,0.0005519031,0.0002638888,0.0004892456,0.0002502313],"domain_scores_gemma":[0.998292,0.0003384062,0.0002730159,0.0001159407,0.0006215139,0.0003591757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005593056,0.001390587,0.4100792,0.000355838,0.002470687,0.02428135,0.04266079,0.0007709576,0.0005211907,0.0001227751,0.04541094,0.4663427],"study_design_scores_gemma":[0.002763829,0.002258015,0.9579785,0.0062079,0.0002094537,0.0120267,0.01385058,0.00002530863,0.00002989269,0.0002125903,0.004236888,0.0002003104],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377896,0.05531457,0.00002278823,0.0061496,0.0003332405,0.0002459147,0.000004804538,0.00001066332,0.0001288328],"genre_scores_gemma":[0.9958865,0.002407622,0.0008432929,0.0005295007,0.0001136053,0.000002738527,9.152328e-7,0.00001145571,0.0002043664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5478994,"threshold_uncertainty_score":0.5109561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04344622052293529,"score_gpt":0.3378366281791877,"score_spread":0.2943904076562524,"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."}}