{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001550626,0.0001722265,0.0003253913,0.00005959729,0.0002343711,0.00009255291,0.00009857058,0.0002407441,0.002530504],"category_scores_gemma":[0.0004935384,0.000155538,0.0001744067,0.0009032296,0.0003287128,0.00008058328,0.00006521252,0.000581376,0.008092051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001329161,"about_ca_system_score_gemma":0.0001233019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008141588,"about_ca_topic_score_gemma":0.000001346413,"domain_scores_codex":[0.9984329,0.00004992529,0.0002384723,0.0003554567,0.0004264747,0.0004967255],"domain_scores_gemma":[0.9990882,0.0003525607,0.00000810392,0.0001700334,0.00008567416,0.0002954816],"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":[0.0002267151,0.0004705611,0.001666976,0.0009598572,0.0002171421,0.002081343,0.01577353,1.935984e-7,0.000472,0.09687968,0.7302745,0.1509775],"study_design_scores_gemma":[0.0006646476,0.0001673477,0.004319941,0.0006433968,0.0004696013,0.0000649889,0.009003336,0.00006628548,0.0003101439,0.007578389,0.9762285,0.0004834001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2747479,0.01455593,0.001793672,0.2440314,0.005505412,0.001087871,0.0001436618,0.002652018,0.4554821],"genre_scores_gemma":[0.9767743,0.00001755557,0.0003685647,0.002999485,0.002501023,0.00002482504,0.00001215089,0.0000588279,0.01724323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7020264,"threshold_uncertainty_score":0.9983813,"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."}}