{"id":"W4399618004","doi":"10.1080/14927713.2024.2366183","title":"Brief report: participation frequency across climbing disciplines from North American surveys","year":2024,"lang":"en","type":"article","venue":"Leisure/Loisir","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climbing; Geography; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00132733,0.0003058955,0.0004281171,0.00008950646,0.0002461381,0.0001129436,0.0003007154,0.0001738878,0.001089473],"category_scores_gemma":[0.00005931746,0.0002788126,0.0001526117,0.0008141603,0.0003247163,0.0002973783,0.00006295909,0.0005350402,0.001323218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004634499,"about_ca_system_score_gemma":0.00004831157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00344664,"about_ca_topic_score_gemma":0.009744948,"domain_scores_codex":[0.9970152,0.0003170251,0.0007336292,0.0009645033,0.0002532321,0.0007164147],"domain_scores_gemma":[0.9983264,0.0002644983,0.0002607409,0.000913376,0.00008066258,0.000154386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004291554,0.0001356871,0.9513772,0.00001683274,0.0001657392,0.0008021974,0.003331188,0.00001756543,0.0001649053,0.0005057844,0.002154194,0.04128585],"study_design_scores_gemma":[0.0002694062,0.0001190839,0.9769201,0.00003768853,0.00004654296,0.00008137719,0.0001905265,0.00007344871,0.0001092867,0.000387689,0.02142887,0.000335992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860333,0.0008096254,0.001482515,0.000739671,0.005155884,0.0002409537,0.0002123791,0.0004791006,0.004846603],"genre_scores_gemma":[0.9947432,0.00004304365,0.0002067088,0.0002127977,0.001173494,0.0001331799,0.0006715502,0.00006398536,0.002752031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04094986,"threshold_uncertainty_score":0.9999664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321570864318237,"score_gpt":0.39153296815924,"score_spread":0.3483172595160576,"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."}}