{"id":"W2065146930","doi":"10.1139/l02-040","title":"Ice breakup: a neglected factor in river ecology","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Riparian zone; Ecology; Abiotic component; Flooding (psychology); Breakup; Floodplain; STREAMS; Environmental science; River ecosystem; Geography; Habitat; Biology","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":[0.001353146,0.000195749,0.0004863754,0.0007851117,0.001456308,0.002928912,0.0006825136,0.0007597281,0.00294732],"category_scores_gemma":[0.004444331,0.0001656623,0.0001641164,0.001218171,0.005903576,0.005599098,0.002056248,0.001664565,0.0003628437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260399,"about_ca_system_score_gemma":0.001410882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005375726,"about_ca_topic_score_gemma":0.006641248,"domain_scores_codex":[0.9994962,0.0001504803,0.00004740297,0.00008938549,0.0001427604,0.00007379182],"domain_scores_gemma":[0.9974589,0.001574691,0.0003465731,0.0001461249,0.0002914655,0.0001823051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002420223,0.00005095275,0.04341001,0.003252224,0.0001046403,0.002174106,0.02248397,0.002833458,0.002235318,0.3992704,0.02082326,0.5031195],"study_design_scores_gemma":[0.00001100734,0.0001999846,0.03688386,0.002181857,0.00008869847,0.002939226,0.02207195,0.001577733,0.001355377,0.2360159,0.6965996,0.00007481765],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2428484,0.5329634,0.02309522,0.1059462,0.003198187,0.00004660791,0.0004550063,0.0001261913,0.09132067],"genre_scores_gemma":[0.7909825,0.1833491,0.002141062,0.004601385,0.003547573,0.00001803192,0.00008116999,0.00005206763,0.01522729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005375726,"threshold_uncertainty_score":0.01068884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005417706526164963,"score_gpt":0.1599076271477196,"score_spread":0.1544899206215547,"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."}}