{"id":"W1558826581","doi":"10.14288/hfjc.v2i2.48","title":"The Importance of Qualified Exercise Professionals in Canada","year":2010,"lang":"en","type":"article","venue":"Open Collections","topic":"Physical Activity and Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychological intervention; Certification; Medicine; Health professionals; Physical therapy; Nursing; Medical education; Health care; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001662406,0.00003588136,0.0001565852,0.00001115306,0.0005600016,0.00002279156,0.00009959468,0.00002125199,0.0002113761],"category_scores_gemma":[0.0001020696,0.00002359137,0.00001567494,0.0004184011,0.00002505887,0.00004699281,0.00003962,0.0002458556,9.462532e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008846663,"about_ca_system_score_gemma":0.003789725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9380823,"about_ca_topic_score_gemma":0.9978539,"domain_scores_codex":[0.9995311,0.00002182491,0.0001505187,0.00007873291,0.0001110508,0.0001067813],"domain_scores_gemma":[0.9994778,0.0001878617,0.00005599061,0.0001675871,0.00004906064,0.0000616855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005795311,0.001488377,0.01448966,0.00007116838,0.00002827782,0.00001004241,0.0003612656,0.000002991666,0.002781581,0.002882838,0.9747372,0.002567059],"study_design_scores_gemma":[0.009586446,0.000771964,0.5048032,0.001175875,0.0001472531,0.00006203226,0.01150377,0.001654089,0.04424491,0.03005206,0.3952632,0.000735251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7902311,0.00002510891,0.00000273054,0.01106708,0.0004208845,0.001294981,0.00002831737,0.000006014773,0.1969237],"genre_scores_gemma":[0.9376235,0.0000134528,0.00006773262,0.0002303489,0.0000265105,0.0001131483,0.000002230474,0.000003825261,0.06191928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.579474,"threshold_uncertainty_score":0.6722809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03730789577446143,"score_gpt":0.3590621126961157,"score_spread":0.3217542169216542,"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."}}