{"id":"W3136020382","doi":"10.3390/insects12040283","title":"The Forensic Entomology Case Report—A Global Perspective","year":2021,"lang":"en","type":"review","venue":"Insects","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Terminology; Biology; Perspective (graphical); Engineering ethics; Legislature; Entomology; Data science; Management science; Computer science; Ecology; Engineering; Artificial intelligence; Law; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002884064,0.0003371953,0.0009193267,0.000007302021,0.0006542692,0.0000750441,0.0002460055,0.0003483001,0.00007886539],"category_scores_gemma":[0.0004369038,0.00009254757,0.0005346532,0.0004589106,0.0004007265,0.00003216197,0.0002776389,0.0003026506,0.00006227038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001827837,"about_ca_system_score_gemma":0.00006368449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253189,"about_ca_topic_score_gemma":0.01046371,"domain_scores_codex":[0.9981009,0.0003578118,0.0004130894,0.0005507003,0.0001487577,0.0004287575],"domain_scores_gemma":[0.9983229,0.0009451837,0.0002916765,0.0001594811,0.0002010003,0.00007972687],"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":[0.000002520678,0.00002461708,0.0000138126,0.00008112202,0.0002034783,0.09593687,0.00003438476,1.451646e-8,9.395421e-8,0.01278573,0.003948087,0.8869693],"study_design_scores_gemma":[0.00003105405,0.00008567223,0.00002439243,0.000379124,0.0002049554,0.1733263,0.0003955162,7.107195e-8,4.157625e-7,0.00191074,0.823447,0.0001946837],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008915587,0.9890596,2.190074e-7,0.0003938449,0.001291124,0.0003096464,0.00006241686,0.00005879689,0.007932788],"genre_scores_gemma":[0.0009832524,0.9973796,0.00001378076,0.0001196788,0.0005630607,0.00007868333,0.0001011128,0.000001368112,0.0007594697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8867746,"threshold_uncertainty_score":0.5838994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06004386136854187,"score_gpt":0.335127942751352,"score_spread":0.2750840813828101,"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."}}