{"id":"W2811347683","doi":"10.23907/2018.004","title":"Environmental Deaths in Southern Arizona","year":2018,"lang":"en","type":"review","venue":"Academic Forensic Pathology","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Medicine; Geography; Population; Desert (philosophy); Demography; Environmental health; Law","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004963198,0.0004516553,0.001432663,0.00004320181,0.0001658926,0.00000363964,0.0005341389,0.002273755,0.0003432982],"category_scores_gemma":[0.00008885604,0.0001674489,0.0003014792,0.0001904982,0.0009629195,0.00003625385,0.0003802854,0.001274141,0.001916046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008043168,"about_ca_system_score_gemma":0.00001633284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002484308,"about_ca_topic_score_gemma":0.0004751389,"domain_scores_codex":[0.9974146,0.000410223,0.0006428697,0.0007618117,0.00007742189,0.0006930472],"domain_scores_gemma":[0.9990256,0.0004873668,0.000307782,0.0001042714,0.000006626767,0.00006839274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007039722,0.00002576863,0.001956586,0.00008555729,0.00004467499,0.00008630502,0.0001197945,9.915113e-9,0.00003334515,0.00006421856,0.001523359,0.9960533],"study_design_scores_gemma":[0.00009477563,0.0002422648,0.002696541,0.0004206771,0.0001469739,0.000426531,0.0002212248,4.820807e-7,0.000001237582,0.00108205,0.9942629,0.000404327],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04593111,0.9523365,1.467558e-7,0.0001464002,0.0005184219,0.0003795521,0.0002480113,0.00005127421,0.000388614],"genre_scores_gemma":[0.001837756,0.9961002,0.00002280903,0.0003829669,0.0006638485,0.0001309444,0.0003411037,0.000003609912,0.0005166946],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.995649,"threshold_uncertainty_score":0.9990215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04555334303269343,"score_gpt":0.2709445217356449,"score_spread":0.2253911787029514,"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."}}