{"id":"W4415310017","doi":"10.46298/mbj.16168","title":"Performance Analysis in Speed Climbing Among Developing Athletes","year":2025,"lang":"en","type":"article","venue":"Multidisciplinary Biomechanics Journal","topic":"Sports Performance and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Athletes; Climbing; Throwing; Statistical analysis","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":[0.001007052,0.0002373342,0.0005436293,0.002332585,0.0003996778,0.00006475603,0.000184746,0.0001532462,0.00006246602],"category_scores_gemma":[0.00002580424,0.0002065304,0.00025486,0.003126408,0.00005322989,0.0003577662,0.0001600979,0.0006241227,0.00001273718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003184358,"about_ca_system_score_gemma":0.0002811618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001183572,"about_ca_topic_score_gemma":0.00002828616,"domain_scores_codex":[0.9980627,0.00001713576,0.0007355108,0.0003278638,0.0003178903,0.0005389198],"domain_scores_gemma":[0.9992247,0.00003004357,0.000208824,0.0002619491,0.0001379,0.0001366256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645426,0.0001070004,0.9810356,0.0000904777,0.0004290272,0.0002623648,0.0007692998,0.0003702271,0.00339741,0.00006092872,0.00001362839,0.01329952],"study_design_scores_gemma":[0.001678933,0.0001345433,0.782751,0.0008843539,0.0004180202,0.0001131015,0.001153111,0.2088685,0.003556177,0.000153891,0.00007233218,0.0002160401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961815,0.0002658931,0.001418597,0.0004551157,0.0004540947,0.0001978759,0.0000013156,0.00005120769,0.0009743898],"genre_scores_gemma":[0.9942045,0.0006183836,0.004435454,0.00010678,0.0001180767,0.000005374537,0.0000251391,0.00001920976,0.0004670699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2084983,"threshold_uncertainty_score":0.8422064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345157348809477,"score_gpt":0.3072896797779933,"score_spread":0.2838381062898985,"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."}}