{"id":"W4415726310","doi":"10.1186/s13102-025-01359-0","title":"Comparative analysis of physical fitness and body composition in first-year bachelor sports sciences students from France and Portugal","year":2025,"lang":"en","type":"article","venue":"BMC Sports Science Medicine and Rehabilitation","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"Fundação para a Ciência e a Tecnologia; Agence Nationale de la Recherche","keywords":"Bachelor; Physical fitness; Sports science; Equity (law); Physical activity; Physical education; Composition (language); Psychological intervention","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":[0.001206849,0.00009732482,0.0004377054,0.0005657012,0.0003838172,0.000008447141,0.00009628775,0.00004163436,0.00005072516],"category_scores_gemma":[0.0002548376,0.00007159125,0.00002278182,0.001701237,0.002078517,0.0002391692,0.00005812206,0.0001287968,4.144653e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003227586,"about_ca_system_score_gemma":0.0002460149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007078525,"about_ca_topic_score_gemma":0.0002217474,"domain_scores_codex":[0.9984111,0.0000976363,0.0004025748,0.0004090051,0.0005109995,0.0001687179],"domain_scores_gemma":[0.9981441,0.001288622,0.0001884804,0.0001280141,0.0001585237,0.00009219546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003102551,0.0001341521,0.9668221,0.00007935912,0.000008323389,2.92357e-7,0.02875389,0.00003623477,0.0005304277,0.003107346,0.0000355017,0.0004613661],"study_design_scores_gemma":[0.0005400772,0.0001270669,0.9686243,0.0004244365,0.00009471928,8.479435e-8,0.02406598,0.004239745,0.00001623496,0.001741163,0.00006368915,0.00006250378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966168,0.000155208,0.0001180854,0.001517249,0.0001565809,0.0003780125,0.000005969658,0.000008558446,0.001043494],"genre_scores_gemma":[0.999334,0.00003203564,0.0003529665,0.0001470121,0.00004236474,0.00002506954,0.00001464254,0.000001476523,0.00005043711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004687911,"threshold_uncertainty_score":0.7658384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04561464918242569,"score_gpt":0.4834692725354927,"score_spread":0.437854623353067,"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."}}