{"id":"W1983511573","doi":"10.1016/j.coldregions.2008.11.002","title":"Field studies of ice breakup and jamming in lower Peace River, Canada","year":2008,"lang":"en","type":"article","venue":"Cold Regions Science and Technology","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Parks Canada; National Water Research Institute","keywords":"Breakup; Flood myth; Environmental science; Hydrology (agriculture); Geology; Debris; Fluvial; Oceanography; Geography; Geomorphology; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001535065,0.00006238949,0.0001302247,0.0001803989,0.0002973585,0.000003884642,0.0001645162,0.000047255,0.000006203833],"category_scores_gemma":[0.0003062581,0.00005070553,0.000005788414,0.0007519013,0.002220869,0.0001195549,0.00004810676,0.0001088418,5.602183e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001013278,"about_ca_system_score_gemma":0.0003491269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09822582,"about_ca_topic_score_gemma":0.2923551,"domain_scores_codex":[0.9993393,0.000007198837,0.0001093011,0.0001913587,0.0001464113,0.0002063891],"domain_scores_gemma":[0.9995316,0.0001799046,0.00004305038,0.0001188496,0.00008391207,0.00004271212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001269868,0.00001468273,0.9719357,0.00002628919,0.000008603636,0.0001473861,0.001026528,0.00002464281,0.0001973501,0.004295716,0.0008639568,0.02144643],"study_design_scores_gemma":[0.002347706,0.002837016,0.8303978,0.0005508416,0.00007995736,0.002405252,0.06960387,0.02106729,0.003233024,0.01233201,0.05364227,0.001502907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946868,0.001150106,0.0000259983,0.003494174,0.0001041061,0.00006107879,0.000002637578,0.00001123268,0.0004638383],"genre_scores_gemma":[0.9968898,0.002273995,0.0004990299,0.0002038324,0.000005922192,6.177914e-7,3.045883e-7,7.498318e-7,0.0001257792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1941293,"threshold_uncertainty_score":0.9077792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330391880534689,"score_gpt":0.2118694217111321,"score_spread":0.1985655029057852,"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."}}