{"id":"W4410028425","doi":"10.22329/csw.v25i2.7737","title":"“Everyone here [is] a customer”","year":2024,"lang":"en","type":"article","venue":"Critical Social Work","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005514102,0.000266548,0.0002152954,0.000477763,0.02642971,0.004722061,0.00256166,0.001862398,0.008621774],"category_scores_gemma":[0.01007865,0.0002384733,0.0001883549,0.0006619068,0.01169375,0.002718481,0.005040603,0.003367355,0.001382281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01608196,"about_ca_system_score_gemma":0.0488512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3442404,"about_ca_topic_score_gemma":0.5670521,"domain_scores_codex":[0.9934303,0.002778172,0.0000665314,0.0003196548,0.001622408,0.001782925],"domain_scores_gemma":[0.9944834,0.0008708704,0.0003331789,0.0002621574,0.001686835,0.002363504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001027123,0.0009047964,0.02035848,0.0004199396,0.00001874483,0.003652427,0.611312,0.0002835986,0.003579577,0.02966619,0.09253176,0.2371698],"study_design_scores_gemma":[0.00001377209,0.0004551078,0.01181759,0.0002399192,0.00001015272,0.0007363773,0.7199727,0.0002449722,0.000642231,0.001667727,0.2641413,0.00005813986],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7113834,0.0008612607,0.008113126,0.07272512,0.0008144138,0.001289784,0.000124104,0.0002841255,0.2044046],"genre_scores_gemma":[0.9456552,0.0007332345,0.004343846,0.009678175,0.00007088899,0.0002345792,0.00005668654,0.00007991552,0.03914753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3442404,"threshold_uncertainty_score":0.6844735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05347098503815579,"score_gpt":0.3971539592539822,"score_spread":0.3436829742158264,"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."}}