{"id":"W2328627617","doi":"10.3167/trans.2012.020310","title":"\"River Flow, Sewer Flow, Street Flow","year":2012,"lang":"en","type":"article","venue":"Transfers","topic":"Spatial and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Soundscape; STREAMS; Doors; Sound (geography); Hydrology (agriculture); Geography; Archaeology; Geology; Engineering; Geomorphology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004691623,0.0005310367,0.0001343907,0.0008370517,0.002151292,0.00281672,0.0004803831,0.0006356006,0.01905025],"category_scores_gemma":[0.0008505413,0.00009914195,0.0001458772,0.001139225,0.003293101,0.001445584,0.001643238,0.000750186,0.001548363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002354707,"about_ca_system_score_gemma":0.002637048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2580521,"about_ca_topic_score_gemma":0.4550243,"domain_scores_codex":[0.9997354,0.00008547699,0.00000690652,0.00003129278,0.00008942351,0.00005150335],"domain_scores_gemma":[0.99981,0.00003711994,0.00002688879,0.00001201679,0.00007010324,0.00004386639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008117553,0.00004793336,0.01246586,0.0006214024,0.0000216074,0.0003800818,0.05487433,0.0005940977,0.001765946,0.1846045,0.5263638,0.2181792],"study_design_scores_gemma":[0.000007646984,0.00002614424,0.02309988,0.0002859628,0.00001164903,0.0001500109,0.0225017,0.0002048127,0.0004122438,0.004316418,0.9489607,0.00002291881],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08274028,0.01073589,0.01542067,0.03429491,0.003104328,0.0001855485,0.004286396,0.001364423,0.8478676],"genre_scores_gemma":[0.6692991,0.007750385,0.006393723,0.00524548,0.0007700928,0.0001957961,0.001307709,0.0002685891,0.3087692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2580521,"threshold_uncertainty_score":0.5131002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03157105076074757,"score_gpt":0.2774469320452131,"score_spread":0.2458758812844656,"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."}}