{"id":"W7116308718","doi":"10.2478/joeb-2025-0017","title":"Cycling exercise efficiency and economy: Exploring the role of phase angle","year":2025,"lang":"en","type":"article","venue":"Journal of Electrical Bioimpedance","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Cycling; Phase (matter); Energetics; Temperature cycling; Phase change","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":[0.00052156,0.0002861696,0.0002728327,0.0005818143,0.0001096261,0.0005944258,0.000184151,0.0002682528,0.001162574],"category_scores_gemma":[0.001678325,0.0001336445,0.0001947907,0.0004908979,0.0002163794,0.0004181843,0.0003309112,0.0002215313,0.0001949339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008963583,"about_ca_system_score_gemma":0.0001320588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000807152,"about_ca_topic_score_gemma":0.0008062837,"domain_scores_codex":[0.9998564,0.00005166046,0.00001245247,0.00003799241,0.00002443131,0.00001717123],"domain_scores_gemma":[0.9991026,0.0004106985,0.0002705122,0.00004141557,0.00009643617,0.00007840676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001138535,0.0001402455,0.9470161,0.0002055424,0.0001807035,0.00009968209,0.0002267591,0.0003893356,0.01548374,0.0001191941,0.00007528756,0.03492479],"study_design_scores_gemma":[0.000007872184,0.0004870935,0.9973622,0.00001939267,0.00004202774,0.0001658537,0.0001140991,0.0007739767,0.000690137,0.0001414202,0.0001915719,0.000004441401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996255,0.001405308,0.001388539,0.00003123581,0.000005846387,0.00001837905,0.0001322612,0.000006739528,0.0007567064],"genre_scores_gemma":[0.9988015,0.0003241992,0.0006265835,0.00001326976,0.00001290453,0.00001162816,0.00009759758,0.000002592525,0.0001097666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001162574,"threshold_uncertainty_score":0.003889263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222432676413245,"score_gpt":0.3025414390390068,"score_spread":0.2803171122748743,"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."}}