{"id":"W4366609469","doi":"10.1002/9781119828242.ch1","title":"Introduction","year":2023,"lang":"en","type":"other","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Environment and Climate Change Canada","funders":"","keywords":"Sea ice; Arctic; The arctic; Remote sensing; Meteorology; Geography; Oceanography; Environmental science; Climatology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006217021,0.001049625,0.0005503915,0.001460191,0.001710533,0.005196746,0.001334667,0.001806711,0.4559568],"category_scores_gemma":[0.002241846,0.0002939726,0.0004609782,0.001949694,0.000762884,0.003554887,0.002626037,0.001668348,0.3441604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686019,"about_ca_system_score_gemma":0.001888957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003525745,"about_ca_topic_score_gemma":0.004927696,"domain_scores_codex":[0.9992046,0.00007675024,0.00003630195,0.0001870775,0.0004058891,0.0000893376],"domain_scores_gemma":[0.9992372,0.0001083158,0.00004142542,0.0001044903,0.000367716,0.0001408797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000274012,0.0000343201,0.0003003883,0.0002474347,0.000003583536,0.0001001448,0.0003543797,0.000181173,0.0003907947,0.0406227,0.7647543,0.1929834],"study_design_scores_gemma":[7.09882e-7,0.000003657229,0.00009590059,0.00006328905,5.64711e-7,0.00005022726,0.00005224995,0.00001612233,0.00003925646,0.001781772,0.9978945,0.000001818851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006132392,0.005108434,0.00398651,0.003270283,0.004016162,0.0001104466,0.002930248,0.0009558094,0.9790089],"genre_scores_gemma":[0.002977475,0.004969776,0.002546173,0.001194418,0.0008870108,0.00007302996,0.0026599,0.0003362321,0.984356],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5440432,"threshold_uncertainty_score":0.7760116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007014427084194134,"score_gpt":0.1908886244419526,"score_spread":0.1838741973577585,"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."}}