{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004796101,0.00004115099,0.00005084138,0.0000228528,0.0003985992,0.00005373406,0.0001334443,0.0000260801,0.0002653571],"category_scores_gemma":[0.00004112038,0.00002432027,0.00002081602,0.0004484061,0.00006891254,0.0000979855,0.0000165141,0.00005579083,0.0006050282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002151733,"about_ca_system_score_gemma":0.0001169073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005246075,"about_ca_topic_score_gemma":0.003040332,"domain_scores_codex":[0.9993708,0.00002329702,0.0000397326,0.00007522051,0.0002290048,0.0002619902],"domain_scores_gemma":[0.9997373,0.00005858928,0.00002105581,0.00009987714,0.00001895365,0.00006428795],"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":[0.0000487368,0.0000492074,0.02067742,0.00001796121,0.000066255,0.0001097726,0.05819669,0.0006015839,0.0003748336,0.08222977,0.7954928,0.04213502],"study_design_scores_gemma":[0.00008297876,0.00001379061,0.003903945,0.00001097907,0.000006294267,4.426701e-7,0.001624427,0.00007532499,0.00004235309,0.0003646161,0.9938233,0.00005153384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7725251,0.00006610175,0.00003730716,0.008143064,0.0003480362,0.000147428,0.000001553862,0.0002172174,0.2185141],"genre_scores_gemma":[0.9328179,0.00003630678,0.0000572509,0.0003521574,0.0002728933,0.000006621356,0.000002841434,0.000006547435,0.06644749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1983306,"threshold_uncertainty_score":0.7776615,"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."}}