{"id":"W3042337380","doi":"10.1139/as-2020-0018","title":"Inuit observations of a Tunicata bloom unusual for the Amundsen Gulf, western Canadian Arctic","year":2020,"lang":"en","type":"article","venue":"Arctic Science","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of Northern British Columbia; University of Manitoba; University of Windsor","funders":"","keywords":"Pelagic zone; Arctic; Oceanography; Gelatinous zooplankton; Subsistence agriculture; Geography; Fishery; Marine ecosystem; Marine mammal; Ecology; Biology; Ecosystem; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000376768,0.00007642492,0.0001213249,0.00005593205,0.0004466348,0.00003192564,0.0009166747,0.00003422298,0.0007188694],"category_scores_gemma":[0.0007630714,0.00005353527,0.00003503953,0.0006195307,0.0008251786,0.0002192998,0.00004569142,0.0001026829,0.00009075166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001221424,"about_ca_system_score_gemma":0.0008331445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2716545,"about_ca_topic_score_gemma":0.6973854,"domain_scores_codex":[0.9990425,0.00003148558,0.0001717076,0.0002605862,0.0001341266,0.0003595808],"domain_scores_gemma":[0.998748,0.0005713745,0.0000689057,0.0002635538,0.0001168583,0.0002313321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001547275,0.00000672522,0.994103,0.00002219316,0.00001468161,0.000001528634,0.001141612,0.001435662,0.0001962497,0.0007431225,0.0003932639,0.001926458],"study_design_scores_gemma":[0.0001121306,0.0001359138,0.952931,0.00000471505,0.0000178531,0.000005674293,0.0002496136,0.04343592,0.00004975573,0.001781323,0.001202807,0.0000732766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767219,0.00006900058,0.0000475021,0.02190962,0.0002932144,0.0003092051,0.00007296167,0.00001387642,0.0005626942],"genre_scores_gemma":[0.9938579,0.00001438545,0.0003669552,0.005593434,0.00006484209,0.000004668879,0.00001749786,0.000001644029,0.00007869637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4257309,"threshold_uncertainty_score":0.7871116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06677091781874318,"score_gpt":0.243577833011293,"score_spread":0.1768069151925498,"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."}}