{"id":"W2609603530","doi":"10.12968/joan.2017.6.4.204","title":"Saying hello to new members and goodbye to our operations manager","year":2017,"lang":"en","type":"article","venue":"Journal of Aesthetic Nursing","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Doors; Management; Nurse manager; Medicine; Nursing; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004769416,0.00006875223,0.0001440649,0.0001170766,0.001134562,0.0005104346,0.0002562109,0.00005998773,0.00002863244],"category_scores_gemma":[0.0001356205,0.00005786218,0.00004830114,0.00009147365,0.00005863165,0.0002536666,0.00001955753,0.0001435502,0.0000229303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007820159,"about_ca_system_score_gemma":0.00009550756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00057592,"about_ca_topic_score_gemma":0.0001210348,"domain_scores_codex":[0.9992097,0.00005313635,0.000187417,0.00009211942,0.0002562057,0.000201402],"domain_scores_gemma":[0.9992996,0.000009799326,0.00009897949,0.0001333436,0.00008384637,0.0003743895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005105881,0.00007826943,0.0009923638,0.000003403751,0.0000329296,0.00008066678,0.2943915,0.001800837,0.0005232952,0.002649725,0.03661507,0.6627809],"study_design_scores_gemma":[0.001631316,0.0007990637,0.006472505,0.003912332,0.0003056427,0.0004609317,0.3160793,0.000173468,0.0007364516,0.009100295,0.6595778,0.0007508842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8240794,0.0005828977,0.0008500618,0.1460159,0.001515351,0.0001382935,1.164601e-7,0.00001229998,0.02680565],"genre_scores_gemma":[0.9807172,0.0001368412,0.01015572,0.0003685749,0.000442714,4.514145e-7,4.804643e-8,0.00001018995,0.008168295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.66203,"threshold_uncertainty_score":0.8726246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02940582070125394,"score_gpt":0.3751636708546248,"score_spread":0.3457578501533709,"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."}}