{"id":"W4210925005","doi":"10.1111/cars.12374","title":"Writing for digital news about HIV criminalization in canada","year":2022,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Sex work and related issues","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Criminalization; Ethnography; Humanities; Criminology; Human immunodeficiency virus (HIV); Criminal justice; Sociology; Journalism; Scholarship; Political science; Media studies; Art; Law; Anthropology","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":[0.0019979,0.0003426575,0.0003018496,0.004115325,0.01520968,0.007863009,0.001165756,0.0009927285,0.008170851],"category_scores_gemma":[0.009667979,0.000284816,0.0001704816,0.009560736,0.004965639,0.001616314,0.002220318,0.001841629,0.0006477284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05818582,"about_ca_system_score_gemma":0.1281893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9862905,"about_ca_topic_score_gemma":0.9926717,"domain_scores_codex":[0.9983197,0.000260397,0.00006177173,0.0001386693,0.0007775198,0.0004420297],"domain_scores_gemma":[0.9895707,0.003368972,0.001109553,0.0002362433,0.003215872,0.002498593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002066196,0.0001488558,0.03669799,0.002144865,0.00004754414,0.003897145,0.4865863,0.0002786466,0.002700953,0.02718797,0.1879502,0.2521529],"study_design_scores_gemma":[0.00001930809,0.00003991757,0.08439566,0.001183618,0.0000357699,0.0003587535,0.2456035,0.0001667248,0.0009052453,0.001105489,0.6661046,0.00008139799],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5291307,0.04685482,0.0007479467,0.1109153,0.002037289,0.0002919871,0.006155432,0.0002752498,0.3035914],"genre_scores_gemma":[0.890666,0.04845893,0.0009341579,0.005429122,0.0003737941,0.00007604672,0.001681476,0.0001032529,0.05227715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05818582,"threshold_uncertainty_score":0.4221696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04271477741733136,"score_gpt":0.288164279909322,"score_spread":0.2454495024919907,"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."}}