{"id":"W3017344042","doi":"10.1016/j.fsisyn.2020.03.004","title":"To what extent if any has Twitter disrupted hierarchies in forensic pathology?","year":2020,"lang":"en","type":"editorial","venue":"Forensic Science International Synergy","topic":"Topic Modeling","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Horizon Health Network; Saint John Regional Hospital","funders":"","keywords":"Forensic pathology; Forensic science; Internet privacy; Pathology; Computer science; Biology; Medicine; Genetics; Autopsy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0119107,0.001671997,0.001975089,0.003995501,0.003076945,0.008350056,0.00230917,0.01471707,0.01041883],"category_scores_gemma":[0.04990014,0.000861416,0.001691342,0.002024611,0.002619827,0.004387743,0.001547639,0.01296179,0.005558448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00319478,"about_ca_system_score_gemma":0.0047123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004415975,"about_ca_topic_score_gemma":0.01300155,"domain_scores_codex":[0.9961294,0.001032502,0.000491027,0.0005221425,0.001611267,0.0002136897],"domain_scores_gemma":[0.9545754,0.02939188,0.001683857,0.0007743069,0.01040789,0.003166755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002678825,0.000006177565,0.00006807442,0.0002483579,0.00001782077,0.00004210278,0.00002917715,0.00002603925,0.00002098755,0.00055961,0.9902619,0.008692921],"study_design_scores_gemma":[0.00005983941,0.00003249555,0.0008849239,0.001479697,0.0001638861,0.0001886035,0.00032174,0.0005218448,0.0001301061,0.005253141,0.9909286,0.00003517191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001149968,0.007580155,0.0002667861,0.1079017,0.8823956,0.00001524538,0.0001651996,0.00004271081,0.001517532],"genre_scores_gemma":[0.001387612,0.007765579,0.0002090514,0.01990874,0.9642407,0.00003191631,0.00008749795,0.00004811596,0.006320689],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.996923,"threshold_uncertainty_score":0.06299061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331563997343082,"score_gpt":0.2829210991119956,"score_spread":0.2596054591385648,"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."}}