{"id":"W2097720734","doi":"10.17159/2078-516x/2006/v18i3a240","title":"An inventory of the South african fitness industry","year":2006,"lang":"en","type":"article","venue":"South African Journal of Sports Medicine","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cape Town","keywords":"Context (archaeology); Quarter (Canadian coin); Vitality; Demographics; Population; Medicine; Medical education; Psychology; Demography; Geography; Environmental health; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001518622,0.0004900299,0.0002170248,0.007944508,0.001098539,0.001145797,0.0006069567,0.0003065437,0.0112357],"category_scores_gemma":[0.004879512,0.000280463,0.0002883135,0.004297343,0.0004275866,0.001485128,0.001641447,0.0003479273,0.001221446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009133196,"about_ca_system_score_gemma":0.002173941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005883389,"about_ca_topic_score_gemma":0.01415811,"domain_scores_codex":[0.9986644,0.0003283143,0.00020813,0.0001111026,0.0004641889,0.0002239221],"domain_scores_gemma":[0.99707,0.0004503625,0.00100304,0.0001446368,0.0009668085,0.0003651638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001664713,0.0002206607,0.7436126,0.001045735,0.00005119452,0.000571528,0.01971971,0.0008408328,0.005094521,0.003062607,0.008137741,0.2174763],"study_design_scores_gemma":[0.00001116231,0.0003325746,0.9091315,0.0005104058,0.00001867975,0.0006367253,0.03051376,0.0007319151,0.0005202127,0.0006566084,0.05690363,0.0000329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532604,0.0007395806,0.004081985,0.0006299142,0.00005513607,0.0009556889,0.005118801,0.00005444951,0.035104],"genre_scores_gemma":[0.9541613,0.001642784,0.02602555,0.0001157935,0.00005118608,0.001173117,0.005068865,0.00002317625,0.01173823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0112357,"threshold_uncertainty_score":0.03758711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653126511100602,"score_gpt":0.2534100063534676,"score_spread":0.2368787412424615,"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."}}