{"id":"W3048457552","doi":"","title":"A Comparison of Empirical and Theoretical Models of Ice Streams in Maritime Canada","year":2004,"lang":"en","type":"article","venue":"AGU Spring Meeting Abstracts","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"STREAMS; Geology; Geography; Climatology; 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":[0.001219639,0.0003498647,0.0002402671,0.00120073,0.001385115,0.003025511,0.002220393,0.0006959544,0.003947983],"category_scores_gemma":[0.01024783,0.0003031427,0.0004822699,0.001976734,0.00143859,0.001335996,0.0004985941,0.0006118804,0.000234072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02503926,"about_ca_system_score_gemma":0.01661347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9149058,"about_ca_topic_score_gemma":0.8920504,"domain_scores_codex":[0.9996809,0.00008135752,0.00001758259,0.00005826177,0.0000857038,0.00007620329],"domain_scores_gemma":[0.9964814,0.00175976,0.0002058258,0.0001463247,0.001246381,0.0001602118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008959088,0.00006701138,0.04337816,0.00007583991,0.00003388282,0.00008396721,0.0005582676,0.8869478,0.0001812302,0.05578138,0.002238124,0.01056489],"study_design_scores_gemma":[0.00002830888,0.00001510585,0.0153024,0.00003722925,0.00002210264,0.00003331468,0.001025534,0.9670201,0.0001709924,0.01350637,0.002815363,0.00002320795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640108,0.0006327754,0.01109953,0.002269897,0.00003122803,0.00004965861,0.001542197,0.0001581341,0.02020579],"genre_scores_gemma":[0.9958287,0.0003293662,0.002029769,0.00004803485,0.000006645352,0.00001369966,0.0003041257,0.00002483508,0.001414814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08509415,"threshold_uncertainty_score":0.1816734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658979554591759,"score_gpt":0.2502377977641451,"score_spread":0.2336480022182275,"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."}}