{"id":"W4362515138","doi":"10.1093/notesj/gjad021","title":"No Such Thing as Bad Publicity?: Confirmation of John Hampson’s Book Thieving","year":2023,"lang":"en","type":"article","venue":"Notes and Queries","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Publicity; Library science; Media studies; Sociology; Computer science; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004580206,0.0002492729,0.000646179,0.001154091,0.009790761,0.01125604,0.001313609,0.007073454,0.01892815],"category_scores_gemma":[0.03434921,0.000462889,0.0002475124,0.002194087,0.01053139,0.007329703,0.002595389,0.01190148,0.005444718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007585647,"about_ca_system_score_gemma":0.006940055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04282565,"about_ca_topic_score_gemma":0.05872204,"domain_scores_codex":[0.9959629,0.001087352,0.0002051092,0.0003848168,0.001844903,0.0005148659],"domain_scores_gemma":[0.9791495,0.01318206,0.001280257,0.000986803,0.004144262,0.001257087],"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":[0.0000174975,0.000004893838,0.0001873812,0.00003644147,0.000003937721,0.0006246345,0.003934112,0.00001987012,0.00004829672,0.05293674,0.9393035,0.002882685],"study_design_scores_gemma":[0.000009565884,0.000007627249,0.0005826672,0.0002016028,0.000006246726,0.000508366,0.005667326,0.0000623265,0.000203414,0.0087188,0.9840072,0.00002486915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006613838,0.009023984,0.0002085794,0.7544152,0.03179025,0.00001278441,0.0001413511,0.0000870346,0.197707],"genre_scores_gemma":[0.3749124,0.01578034,0.0004613702,0.2228176,0.04193204,0.00005100213,0.0002493384,0.0006595535,0.3431364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04282565,"threshold_uncertainty_score":0.08515275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433990064145074,"score_gpt":0.2460003633599796,"score_spread":0.2216604627185289,"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."}}