{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002746655,0.00008752401,0.0002212626,0.00003482663,0.00003814311,0.000007690519,0.00009879161,0.00005212786,0.00001727295],"category_scores_gemma":[0.0001516089,0.00007858418,0.0000194127,0.00008273253,0.0001589617,0.00006805432,0.00001647062,0.0001633872,8.574907e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001239491,"about_ca_system_score_gemma":0.0002020012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7693955,"about_ca_topic_score_gemma":0.6329421,"domain_scores_codex":[0.999044,0.00002447999,0.0003545688,0.00014812,0.0002178935,0.0002109312],"domain_scores_gemma":[0.999287,0.0003987825,0.000116514,0.00009078217,0.00002439222,0.00008252938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001614929,0.000024242,0.7278372,0.00004242144,0.000005217438,0.00001228101,0.0003523211,0.2688139,0.00001877931,0.0009173212,0.000001082638,0.001959069],"study_design_scores_gemma":[0.0002866615,0.00005399463,0.9154412,0.000202825,0.0000120751,0.00000543161,0.0007579823,0.07925499,0.0003834134,0.00348854,0.000007021947,0.0001058752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994176,0.00008245006,0.00006794441,0.00018995,0.0000431288,0.00005139155,0.0000107076,0.000006481846,0.005371968],"genre_scores_gemma":[0.9971295,0.0000140186,0.002790978,0.0000411822,0.0000138396,1.427407e-7,0.000005413167,0.00000265282,0.000002299447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1895589,"threshold_uncertainty_score":0.3737557,"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."}}