{"id":"W7133069685","doi":"","title":"All In on Exercise: The Relationship Between Exercise Dependence, Mental Health, and Sociological Indicators","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Addiction; Physical activity; Sociological research; Sociological theory; Physical exercise","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0005414434,0.0002475369,0.0002896512,0.001068602,0.001578462,0.001454482,0.0006086868,0.0003537143,0.006173168],"category_scores_gemma":[0.002537791,0.0001109801,0.0003338467,0.001269458,0.0006163624,0.0002535008,0.0007570516,0.0007161238,0.0002949045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007039666,"about_ca_system_score_gemma":0.01602604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9264598,"about_ca_topic_score_gemma":0.9686595,"domain_scores_codex":[0.9995692,0.00003088799,0.000014833,0.00003791202,0.0001934235,0.0001537296],"domain_scores_gemma":[0.9989713,0.0001185892,0.0001441332,0.00002503241,0.000314966,0.0004260099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005164304,0.00004582123,0.9846483,0.00002838481,0.00002749802,0.00003369523,0.0005633013,0.0000309327,0.0001157686,0.000169059,0.0009630328,0.0133225],"study_design_scores_gemma":[0.000001078629,0.00001233679,0.9982598,0.00002415726,0.00001165749,0.0000145587,0.0008047569,0.0000532845,0.00002465755,0.00002736212,0.0007637757,0.000002484432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858401,0.001931676,0.00009473915,0.001553692,0.00003074609,0.00004263782,0.00111731,0.00000716279,0.009381968],"genre_scores_gemma":[0.9949296,0.00102156,0.0001516464,0.000152693,0.00001348153,0.00001012931,0.0004568477,0.000003171818,0.003260881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9264598,"threshold_uncertainty_score":0.1479465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1189410331362698,"score_gpt":0.4398130411275751,"score_spread":0.3208720079913053,"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."}}