{"id":"W4417009477","doi":"10.1139/as-2025-0015","title":"Local primary production hotspot in the coastal waters of Southampton Island, Nunavut, Canada, in summer 2019","year":2025,"lang":"en","type":"article","venue":"Arctic Science","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Manitoba; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Canada Foundation for Innovation; Polar Knowledge Canada","keywords":"Phytoplankton; Bay; Photic zone; Arctic; Hotspot (geology); Bloom; Algal bloom; Stratification (seeds)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0002051436,0.0002928215,0.0002756182,0.001058935,0.001924446,0.0009610022,0.0005905325,0.0002419042,0.001734174],"category_scores_gemma":[0.0005392036,0.0002528698,0.0002128269,0.001889004,0.0006496762,0.0002599657,0.0008371422,0.0002248666,0.0001967122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007934533,"about_ca_system_score_gemma":0.008152489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9661344,"about_ca_topic_score_gemma":0.9925834,"domain_scores_codex":[0.999833,0.00001161739,0.000009043143,0.00005812561,0.00003201985,0.00005608067],"domain_scores_gemma":[0.9994878,0.0000332446,0.00008615151,0.00001742887,0.000184278,0.000191112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004749146,0.00001251995,0.9936879,0.00003242716,0.00003583285,0.0001850219,0.001355546,0.0001018887,0.0009500784,0.00003778889,0.0008568424,0.002696746],"study_design_scores_gemma":[0.000001433828,0.000004172174,0.9979796,0.0000123742,0.000004351448,0.00002933016,0.001478386,0.00007139682,0.00003355883,0.000006085774,0.0003755811,0.00000365676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965746,0.0002375449,0.00003655516,0.00008239452,0.000007483594,0.00001906739,0.001826536,0.000005710276,0.001210048],"genre_scores_gemma":[0.9977519,0.00016627,0.0001190463,0.00004096605,0.00000364907,0.00002456961,0.0008621092,0.000003760433,0.001027679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03386557,"threshold_uncertainty_score":0.06812996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006431670119562654,"score_gpt":0.1989219426507055,"score_spread":0.1924902725311429,"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."}}