{"id":"W6968050696","doi":"10.5281/zenodo.14532355","title":"Characterization of ice retention during breakup upstream of an ice control structure using a juxtaposed camera system","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; CentrEau - Quebec Water Management Research Centre; Université Laval","funders":"","keywords":"Breakup; Upstream (networking); Flooding (psychology); Ice formation; Consolidation (business)","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":[0.0001569842,0.0002816165,0.0002985747,0.001519487,0.0002695691,0.0004271884,0.0002974804,0.0003200236,0.001341283],"category_scores_gemma":[0.0002706089,0.0001511696,0.0001831957,0.0006777854,0.0001501197,0.0002837197,0.0003451233,0.0002037445,0.0004197311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569778,"about_ca_system_score_gemma":0.0002020175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004488014,"about_ca_topic_score_gemma":0.01081682,"domain_scores_codex":[0.9998327,0.000008097736,0.000006716026,0.0000458516,0.00006297679,0.00004371687],"domain_scores_gemma":[0.9997537,0.00002413575,0.00004411811,0.00001644056,0.0001194416,0.00004226603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006971546,0.0003032132,0.5378414,0.0002576773,0.0001224632,0.00145501,0.001062777,0.008207384,0.3867166,0.0002581717,0.00152733,0.06155086],"study_design_scores_gemma":[0.00001302091,0.0003731561,0.9161597,0.00002213569,0.00007956074,0.0004216517,0.0006605452,0.03799454,0.04248808,0.00004066876,0.001713566,0.00003337189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955021,0.00006777186,0.002585802,0.000006220273,0.000008175194,0.00002695215,0.0004790117,0.00008213944,0.001241745],"genre_scores_gemma":[0.9951558,0.00004589078,0.00317449,0.000008788396,0.000004407925,0.00002161196,0.0007842449,0.00001940712,0.0007853167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004488014,"threshold_uncertainty_score":0.008923769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299787120477165,"score_gpt":0.2007709772783826,"score_spread":0.1877731060736109,"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."}}