{"id":"W2164398226","doi":"10.1109/igarss.1991.580012","title":"Towards Predicting Under-ice Drafts In The Beaufort And Chukchi Seas","year":2005,"lang":"en","type":"article","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Beaufort sea; Beaufort scale; Oceanography; Sea ice; Computer science; Geology; Meteorology; Climatology; Remote sensing; Marine engineering; Environmental science; Geography; Engineering","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":[0.000713199,0.0005426471,0.0004386601,0.0008483852,0.0008390169,0.002146312,0.0005177544,0.0007436175,0.0008426452],"category_scores_gemma":[0.002807047,0.0004300343,0.0004315663,0.0009264515,0.0004828231,0.0008907306,0.0005819316,0.0006967972,0.0003168934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307024,"about_ca_system_score_gemma":0.00304513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4147676,"about_ca_topic_score_gemma":0.4548434,"domain_scores_codex":[0.9998643,0.00002690995,0.00001112286,0.00003166573,0.00001810681,0.00004791598],"domain_scores_gemma":[0.9991403,0.0002023522,0.0001224027,0.00004939931,0.0003394141,0.0001461087],"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":[0.0002462636,0.00005963433,0.4541136,0.00003383699,0.00007281655,0.0001472413,0.000471672,0.5245776,0.001530099,0.0006652732,0.001236438,0.01684556],"study_design_scores_gemma":[0.00002271155,0.00002802048,0.1464066,0.00002165028,0.00002726603,0.00001404202,0.0008629122,0.8508395,0.0006895273,0.000310216,0.0007569037,0.00002065066],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964289,0.00006371878,0.00193786,0.00008336374,0.0000133815,0.0000119377,0.0005041199,0.0000546201,0.0009020481],"genre_scores_gemma":[0.9954281,0.00005221051,0.002911873,0.000008986404,0.000006086887,0.000007336812,0.001102798,0.00001821533,0.0004644649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4147676,"threshold_uncertainty_score":0.8247067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131445723852555,"score_gpt":0.2140728220518732,"score_spread":0.2027583648133476,"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."}}