{"id":"W4311870823","doi":"10.1177/17151635221139829","title":"Who’s on first? The uncommonly addressed issues of commonly used language","year":2022,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Island Health; University of British Columbia","funders":"","keywords":"Linguistics; Computer science; Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007533912,0.0003281422,0.0003950016,0.0003108777,0.003874168,0.0003994187,0.001896909,0.00002354897,0.01041482],"category_scores_gemma":[0.00007705011,0.0002755202,0.000180889,0.000268222,0.0005551637,0.000297132,0.0001455488,0.001039002,0.00001110392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149846,"about_ca_system_score_gemma":0.001832834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1530115,"about_ca_topic_score_gemma":0.747693,"domain_scores_codex":[0.9972432,0.000521299,0.0005996977,0.0002488915,0.0007132317,0.0006736509],"domain_scores_gemma":[0.9976659,0.00032682,0.0004363895,0.000652024,0.0003161437,0.0006027552],"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":[0.0003363602,0.0003520949,0.0008942094,0.0002955798,0.0008926284,0.02472791,0.3245562,0.008733234,0.0005669075,0.05004666,0.5681186,0.02047964],"study_design_scores_gemma":[0.001517049,0.0001208587,0.00002082645,0.00003204315,0.0001411314,0.02065181,0.007729727,0.0007632957,0.0009087668,0.0002436707,0.9672826,0.0005882517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349235,0.004797456,0.000002404734,0.003532551,0.002643943,0.0005715248,0.003317389,0.00005937378,0.05015187],"genre_scores_gemma":[0.9914207,0.0006494184,0.00001202963,0.002652776,0.0007673532,0.00004413919,0.00007576658,0.00005948675,0.004318303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5946815,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06410706428420423,"score_gpt":0.2894960939055679,"score_spread":0.2253890296213636,"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."}}