{"id":"W4411134534","doi":"10.1080/16138171.2025.2509052","title":"Collective identities of VSCs: influencing factors and impact","year":2025,"lang":"en","type":"article","venue":"European Journal for Sport and Society","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Sociology; Social psychology; Psychology","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":[0.0006162084,0.00006903784,0.0001387756,0.00001808887,0.001004319,0.0001011701,0.0000701531,0.00002606716,0.000009043026],"category_scores_gemma":[0.00003771724,0.00004991538,0.0001778149,0.0001045701,0.0002149991,0.0001326961,0.00002368568,0.0001016962,1.319429e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009096649,"about_ca_system_score_gemma":0.0002225187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009640538,"about_ca_topic_score_gemma":0.00003247671,"domain_scores_codex":[0.9995024,0.00002844063,0.000158802,0.00007100804,0.0001033991,0.0001359466],"domain_scores_gemma":[0.9996311,0.00003290338,0.0001069825,0.00002341309,0.0001378555,0.00006773017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002767806,0.00001837162,0.6593727,0.00003989116,0.000270777,0.000003877252,0.3223407,0.000004156927,0.0002436545,0.008910283,0.005677823,0.003090123],"study_design_scores_gemma":[0.0004380406,0.00007208717,0.7925239,0.00006268811,0.00006463518,0.00000242713,0.1946884,0.00001960901,0.00003151827,0.007675071,0.004308252,0.0001133357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804609,0.0002285614,0.00006457126,0.00007102283,0.0002167438,0.00008138331,0.000006367361,0.00001042689,0.01886],"genre_scores_gemma":[0.9889681,0.0003765734,0.000134148,0.00005560855,0.000112457,4.044368e-7,0.000001161008,0.000004652052,0.01034694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1331512,"threshold_uncertainty_score":0.772451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749918084966979,"score_gpt":0.3104911828999871,"score_spread":0.2929920020503173,"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."}}