{"id":"W6966337555","doi":"10.4224/12340985","title":"Granular ice/structure interactions in flow conditions","year":2004,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flow (mathematics); Deformation (meteorology); Work (physics); Flow properties; Heat flow","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003399324,0.0002319353,0.0005997919,0.0009595449,0.0009155632,0.001931339,0.0005708846,0.0007792417,0.02822505],"category_scores_gemma":[0.001513973,0.0002488863,0.0002204968,0.001001702,0.0006343648,0.001613198,0.0009663979,0.0006500395,0.002245929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009908264,"about_ca_system_score_gemma":0.0008185734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01467281,"about_ca_topic_score_gemma":0.009680995,"domain_scores_codex":[0.9997031,0.00001939632,0.000008623119,0.00003242138,0.0001641895,0.00007223803],"domain_scores_gemma":[0.9993437,0.0002223366,0.00005833462,0.00006732824,0.0001911162,0.0001171707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004916247,0.00115677,0.04058208,0.00191301,0.0001269703,0.002966224,0.0008474264,0.1461236,0.07088747,0.2075789,0.3758617,0.1470397],"study_design_scores_gemma":[0.001095465,0.0008197003,0.1375853,0.0004526984,0.0001973214,0.00105505,0.002271489,0.2769868,0.1917893,0.2115373,0.1759885,0.0002210796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4191219,0.002741921,0.02351813,0.005176955,0.001566972,0.0005295699,0.01544,0.0009325279,0.530972],"genre_scores_gemma":[0.9356956,0.001256041,0.002564024,0.0002081583,0.0001888362,0.0001017586,0.004878727,0.0001789442,0.05492789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02822505,"threshold_uncertainty_score":0.09442216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797072850653217,"score_gpt":0.3266775841403154,"score_spread":0.2987068556337832,"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."}}