{"id":"W4413391392","doi":"10.1123/kr.2025-0007","title":"A Content Analysis Exploring 25 Years of Conference Abstracts From the Eastern Canada Sport and Exercise Psychology Symposium","year":2025,"lang":"en","type":"article","venue":"Kinesiology Review","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Psychology; Sport psychology; Content analysis; Content (measure theory); Applied psychology; Social science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004518113,0.0001970423,0.0009211047,0.00009541651,0.00005483234,0.000004108118,0.0004351585,0.0001563966,0.0007608306],"category_scores_gemma":[0.00002414493,0.0001485742,0.0001217758,0.0004892525,0.0002556418,0.00004315076,0.00006690073,0.0002744269,0.00003443271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001303483,"about_ca_system_score_gemma":0.0001060792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08769322,"about_ca_topic_score_gemma":0.05069784,"domain_scores_codex":[0.9982868,0.00007695151,0.0007416825,0.000520144,0.00008473689,0.0002896125],"domain_scores_gemma":[0.9985152,0.0001529095,0.0003386394,0.00083377,0.00009725297,0.00006219582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000142633,0.00006700857,0.9685436,0.0001950142,0.0007827971,0.00006235121,0.0002585173,0.000003267678,0.0000564395,0.0007381904,0.007917374,0.0212328],"study_design_scores_gemma":[0.0003510758,0.00003114048,0.9349741,0.0006446783,0.0009083017,0.00001009025,0.00009564272,0.00000257286,0.000006106352,0.00005229719,0.06280725,0.0001167925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8997683,0.09187678,0.00001695899,0.003092998,0.001300134,0.0003559321,0.00002754101,0.00001690337,0.003544444],"genre_scores_gemma":[0.9244345,0.06771426,0.00002694783,0.006867473,0.00004127997,0.0001543941,0.00005490152,0.000007959208,0.0006982426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05488988,"threshold_uncertainty_score":0.9666244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077352222029568,"score_gpt":0.3412323152318789,"score_spread":0.2334970930289221,"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."}}