{"id":"W4386161483","doi":"10.22541/au.169297156.69936594/v1","title":"Trajectories of land and ocean primary  productivity across the Arctic coastal margin and sensitivity to coastal sea  ice decline        ","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Environmental science; Productivity; Tundra; Sea ice; Oceanography; Arctic sea ice decline; Primary production; Climatology; Arctic ice pack; Geology; Drift ice; Ecosystem; Ecology","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":[0.0003672291,0.0001183347,0.0001324574,0.0005617893,0.0002321355,0.0004706341,0.0001211851,0.000170935,0.000634921],"category_scores_gemma":[0.001042197,0.00008244148,0.0002106927,0.0005773951,0.0001581986,0.0001946722,0.0003160082,0.0001692558,0.0001220393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003579123,"about_ca_system_score_gemma":0.0002818798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05869218,"about_ca_topic_score_gemma":0.06011489,"domain_scores_codex":[0.9999117,0.00001689892,0.000007408376,0.00003495091,0.000009481594,0.0000195124],"domain_scores_gemma":[0.9995345,0.00007814699,0.0001456562,0.00004186922,0.0001223056,0.00007768154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006719367,0.00001181494,0.9924685,0.000007032424,0.0000446051,0.00004312424,0.0002366081,0.001978332,0.001435479,0.0001068577,0.0001671499,0.003433276],"study_design_scores_gemma":[9.285627e-7,0.00001281581,0.9977154,0.000002944663,0.000005452612,0.00001804883,0.0001765652,0.001782644,0.00008773532,0.00003640034,0.000158935,0.000002246665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992889,0.00002817841,0.00006719952,0.00001934669,0.000001669698,9.475802e-7,0.0002957462,0.000004424789,0.0002935821],"genre_scores_gemma":[0.9993526,0.00002609733,0.00007048994,0.000006138291,0.000001524297,0.000002047882,0.0004398606,0.000001644205,0.00009946497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05869218,"threshold_uncertainty_score":0.1167011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04061941711716892,"score_gpt":0.2657439334098767,"score_spread":0.2251245162927077,"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."}}