{"id":"W6920527711","doi":"10.60825/4d69-8120","title":"Chemical and biological oceanographic conditions on the Scotian Shelf and in the eastern Gulf of Maine during 2023","year":2025,"lang":"en","type":"report","venue":"Fisheries and Oceans Canada / Pêches et Océans Canada - Publications","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Bay; Calanus finmarchicus; Calanus; Phytoplankton; Zooplankton; Bloom; Abundance (ecology); Plankton","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":[],"consensus_categories":[],"category_scores_codex":[0.0001183825,0.0001747997,0.00009026042,0.0005856585,0.0003221133,0.0003579724,0.00014415,0.0001874464,0.001437447],"category_scores_gemma":[0.0002000369,0.0001017662,0.0002255881,0.0008354449,0.0002185936,0.000134263,0.0003162071,0.0001158435,0.0004160382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308972,"about_ca_system_score_gemma":0.001217047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6861877,"about_ca_topic_score_gemma":0.8396018,"domain_scores_codex":[0.999946,0.000003650753,0.000004195592,0.0000104616,0.00001599426,0.00001976268],"domain_scores_gemma":[0.9997445,0.00001841019,0.00007277867,0.000009585538,0.00007231002,0.00008236701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008093417,0.00002016935,0.9943774,0.00002846532,0.00002998388,0.0002423321,0.0003025727,0.000229335,0.001321854,0.00002492749,0.0007819771,0.002559874],"study_design_scores_gemma":[8.954283e-7,0.000005136453,0.9995337,0.000002592436,0.000001666196,0.00001483726,0.0001596227,0.00005541156,0.00003007685,0.000001965698,0.0001931412,9.128523e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940103,0.00009243323,0.00001851883,0.00002371298,0.000003297291,0.000009006906,0.004759562,0.000004614698,0.001078597],"genre_scores_gemma":[0.9911497,0.0001810682,0.0001035679,0.00003067572,0.000003083021,0.00001117324,0.006417726,0.00000281622,0.002100326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3138123,"threshold_uncertainty_score":0.6313207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053599960489592,"score_gpt":0.2407050949261816,"score_spread":0.2101690953212857,"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."}}