{"id":"W4411204577","doi":"10.5744/rhm.2025.2505","title":"Deficit, Exploitation, Beauty, Opportunity","year":2025,"lang":"en","type":"article","venue":"Rhetoric of Health & Medicine","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Parks and Wilderness Society","funders":"","keywords":"Beauty; Aesthetics; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01292454,0.0004989973,0.0006859311,0.002502882,0.01433987,0.007415088,0.001218973,0.003384044,0.003997158],"category_scores_gemma":[0.01346246,0.0003410223,0.0003865293,0.001309954,0.04920839,0.01020049,0.01575786,0.004931338,0.0003941666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004354769,"about_ca_system_score_gemma":0.005000747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002413634,"about_ca_topic_score_gemma":0.002736114,"domain_scores_codex":[0.9881107,0.008806047,0.0001434094,0.0005858955,0.001374655,0.0009793673],"domain_scores_gemma":[0.9895719,0.008193017,0.0006080951,0.0004504093,0.0004816803,0.000694853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001937092,0.00001978761,0.0006951744,0.0001142172,0.000005272553,0.0004360227,0.4035797,0.0000646925,0.0003826273,0.5825323,0.003138886,0.009011996],"study_design_scores_gemma":[0.00002298766,0.00009191284,0.001010678,0.0008462149,0.00001575772,0.0008443721,0.3724504,0.0003131327,0.0003528706,0.268821,0.3552022,0.00002849612],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2070215,0.00703544,0.02588214,0.1842466,0.001473757,0.0001075102,0.00003881291,0.0001029789,0.5740911],"genre_scores_gemma":[0.9789867,0.0008976599,0.001984809,0.005711197,0.0002290737,0.00006197397,0.000009250891,0.00004670953,0.01207269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01433987,"threshold_uncertainty_score":0.06835228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09870502268467186,"score_gpt":0.4790804333037242,"score_spread":0.3803754106190523,"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."}}