{"id":"W3006797175","doi":"10.5489/cuaj.6500","title":"A shocking word","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Word (group theory); Linguistics; Computer science; Natural language processing; History; Psychology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007486878,0.001072287,0.00160136,0.001923023,0.005687055,0.01012083,0.002046995,0.009958903,0.04926049],"category_scores_gemma":[0.04754931,0.0003936831,0.0008397299,0.001730867,0.01037169,0.008893919,0.00417494,0.02944406,0.03184323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00397647,"about_ca_system_score_gemma":0.009326519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634604,"about_ca_topic_score_gemma":0.02539396,"domain_scores_codex":[0.9942132,0.001506468,0.0004739381,0.0007748168,0.002350054,0.0006816207],"domain_scores_gemma":[0.9751843,0.007607525,0.0008620447,0.001516991,0.009978874,0.00485042],"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":[0.00001633191,0.000005730252,0.00006329823,0.00003876464,0.000003531599,0.00004047966,0.0001227164,0.000008106593,0.00003597219,0.01039543,0.9813926,0.00787707],"study_design_scores_gemma":[0.000009031273,0.00001041273,0.0001446043,0.0001513389,0.000003688306,0.0001054558,0.0004641963,0.00001604133,0.00002122429,0.00670914,0.9923509,0.0000140713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001302367,0.008609135,0.0002810187,0.7099186,0.264326,0.00001143432,0.0001104625,0.00006165232,0.01655143],"genre_scores_gemma":[0.00387827,0.006899259,0.0006615101,0.7962062,0.1204903,0.00004217317,0.0001312581,0.0001845861,0.07150645],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04926049,"threshold_uncertainty_score":0.1647928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04287808411967592,"score_gpt":0.2844932209392325,"score_spread":0.2416151368195565,"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."}}