{"id":"W4404109124","doi":"10.69564/able.en.23015.goingwith","title":"Going with the Flow","year":2023,"lang":"en","type":"article","venue":".able.","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Flow (mathematics); Geology; Mechanics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002179573,0.001160491,0.0006399524,0.001674664,0.008292954,0.01278654,0.001314901,0.004079225,0.09021972],"category_scores_gemma":[0.007557448,0.0004946155,0.001002368,0.001043612,0.008588412,0.02046005,0.007219618,0.008255213,0.02523712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003085371,"about_ca_system_score_gemma":0.003991541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007082613,"about_ca_topic_score_gemma":0.006217862,"domain_scores_codex":[0.9982132,0.0003552474,0.00006234813,0.0004719291,0.0005460804,0.0003512383],"domain_scores_gemma":[0.9979001,0.0004394565,0.0001325864,0.0003839585,0.0005931544,0.0005506385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001043064,0.0001016869,0.002485334,0.0002643676,0.00003087125,0.0003700484,0.01084992,0.0001919211,0.001201702,0.2981208,0.4769961,0.209283],"study_design_scores_gemma":[0.00000791319,0.00002905055,0.0005153688,0.0001974997,0.000008796035,0.0001653787,0.001866103,0.00007464489,0.0002153389,0.02585833,0.9710385,0.00002312067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01318967,0.02082118,0.02882655,0.1852587,0.03268407,0.0002318729,0.001198566,0.002776014,0.7150133],"genre_scores_gemma":[0.2184454,0.01771098,0.0200604,0.09497824,0.01318584,0.0002515905,0.001328228,0.002193747,0.6318456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09021972,"threshold_uncertainty_score":0.301815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03734941720347253,"score_gpt":0.305841993400037,"score_spread":0.2684925761965645,"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."}}