{"id":"W3001008223","doi":"","title":"Impacts of Future Changes in Sea Ice, Wind, and Freshwater Runoff on Primary Production on the Canadian Shelf of the Beaufort Sea","year":2006,"lang":"en","type":"article","venue":"AGU Fall 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":"Beaufort sea; Sea ice; Environmental science; Beaufort scale; Oceanography; Surface runoff; Arctic ice pack; Geology; Meteorology; Climatology; Geography","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":[0.0005712745,0.0004809311,0.0004166166,0.0006154557,0.002190743,0.001723563,0.0007859906,0.001065828,0.003194323],"category_scores_gemma":[0.001290735,0.000344236,0.0007876719,0.001044893,0.001588005,0.000800177,0.0008899838,0.0006375782,0.0002184815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02849906,"about_ca_system_score_gemma":0.01786915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9795718,"about_ca_topic_score_gemma":0.9889717,"domain_scores_codex":[0.9995479,0.00003520359,0.00002622644,0.0000735085,0.0001227054,0.0001943748],"domain_scores_gemma":[0.9990035,0.0001046902,0.0001117567,0.00003083226,0.000528107,0.0002211502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001241635,0.0001285847,0.9422559,0.0001284958,0.0003577247,0.0009230105,0.0008183646,0.03036655,0.005684228,0.00117077,0.004659345,0.01226547],"study_design_scores_gemma":[0.0000244627,0.00003478187,0.9927039,0.00001056721,0.00004874476,0.00005814328,0.0007136358,0.004142568,0.0003028486,0.00008494892,0.001851232,0.0000242399],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950163,0.0003003574,0.00006206542,0.0008811408,0.0000239578,0.00000631376,0.002036934,0.00001554703,0.001657392],"genre_scores_gemma":[0.9976785,0.0002743143,0.00008088156,0.0001031635,0.000008829145,0.000003105049,0.001048639,0.000005331416,0.000797305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02849906,"threshold_uncertainty_score":0.2067761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00700401652534887,"score_gpt":0.1816846085296842,"score_spread":0.1746805920043354,"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."}}