{"id":"W2619891957","doi":"10.1111/gcb.13742","title":"Pan‐Arctic sea ice‐algal chl <i>a</i> biomass and suitable habitat are largely underestimated for multiyear ice","year":2017,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta; York University; Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research; Alberta Ingenuity; Helmholtz-Gemeinschaft","keywords":"Sea ice; Snow; Habitat; Arctic; Environmental science; Arctic ice pack; Oceanography; Biomass (ecology); Ice core; Physical geography; Geology; Ecology; Geography; Biology; Geomorphology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000917668,0.0003877545,0.0004426934,0.0009606727,0.0004953177,0.0009597258,0.0004207138,0.0002237364,0.001196753],"category_scores_gemma":[0.001282105,0.0002690371,0.0003214761,0.0006096276,0.0004112357,0.0006518628,0.0007073083,0.0001832397,0.0003366717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005066273,"about_ca_system_score_gemma":0.0003022392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112286,"about_ca_topic_score_gemma":0.03349985,"domain_scores_codex":[0.9996622,0.00007396938,0.00002522465,0.0001062216,0.00006931242,0.00006308415],"domain_scores_gemma":[0.9984889,0.0002993369,0.0007039786,0.0001441764,0.0002011374,0.0001624275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008382019,0.000009469541,0.9872308,0.00004958221,0.0001096933,0.00003343912,0.0001970745,0.0006402879,0.004034577,0.00007052413,0.0001578356,0.007382757],"study_design_scores_gemma":[0.000001065754,0.0000173564,0.997355,0.00001253121,0.00002030172,0.00004459766,0.0003875859,0.001368673,0.0003782212,0.00007752886,0.0003340786,0.000003039584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978941,0.0002673708,0.001009268,0.00001736605,0.000003642122,0.000003490467,0.0002294548,0.00001449483,0.0005607637],"genre_scores_gemma":[0.9991998,0.0000779481,0.0003639715,0.00000973877,0.00000245667,0.00000453342,0.0002221414,0.000005942062,0.0001134348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01112286,"threshold_uncertainty_score":0.02211624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05145172601077243,"score_gpt":0.2846601109410303,"score_spread":0.2332083849302578,"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."}}