{"id":"W2979809073","doi":"10.1080/17430437.2019.1673371","title":"The social impact of participative sporting events: a cluster analysis of marathon participants based on perceived benefits","year":2019,"lang":"en","type":"article","venue":"Sport in Society","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Cluster (spacecraft); Applied psychology; Social psychology; Political science; Public relations; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002769889,0.0001691449,0.000586442,0.00008871433,0.0002578034,0.00001540948,0.0002521568,0.0001600578,0.0003284143],"category_scores_gemma":[0.0001404553,0.0001228303,0.000978351,0.001425492,0.0002197403,0.0001447843,0.00003235607,0.0001800204,0.000006171638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002815822,"about_ca_system_score_gemma":0.0004564873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003595294,"about_ca_topic_score_gemma":0.002738365,"domain_scores_codex":[0.9975783,0.00009349451,0.0006656163,0.0002561972,0.0007357156,0.0006706745],"domain_scores_gemma":[0.9985562,0.0002125734,0.0006749232,0.0002602862,0.0001732028,0.0001227968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001749399,0.0002210905,0.9366268,0.000009349134,0.000367466,7.17106e-7,0.05523076,0.00608993,0.0001280054,0.000507384,0.0001395405,0.0005040365],"study_design_scores_gemma":[0.0005736969,0.00009996817,0.9862959,0.00005064124,0.0002931152,1.88399e-8,0.008255105,0.003986661,0.0000518359,0.00004237743,0.0002167257,0.0001339667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976463,0.00002948775,0.00000364993,0.0002039422,0.0001213235,0.0004316565,0.0000330758,0.0000159236,0.001514666],"genre_scores_gemma":[0.9993857,0.00003644681,0.00003397643,0.0001372828,0.00005779693,0.00001908217,0.00002716167,0.00001319955,0.000289381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04966911,"threshold_uncertainty_score":0.5435033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05117240184426534,"score_gpt":0.4002596941852877,"score_spread":0.3490872923410224,"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."}}