{"id":"W2294288855","doi":"10.15273/pnsis.v43i2.3639","title":"PHYSICAL OCEANOGRAPHY IN ATLANTIC CANADA","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Oceanography; Geography; Submarine pipeline; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004084998,0.0003720311,0.000265717,0.003137397,0.005289316,0.003201491,0.0007470741,0.00041237,0.01773446],"category_scores_gemma":[0.00145109,0.0001266045,0.0002572435,0.01057093,0.001406003,0.0008780738,0.001565797,0.001438008,0.001490399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.052157,"about_ca_system_score_gemma":0.1027469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976195,"about_ca_topic_score_gemma":0.998399,"domain_scores_codex":[0.9994331,0.00002665511,0.00002397646,0.00007548189,0.0002761228,0.0001646506],"domain_scores_gemma":[0.998566,0.00006415533,0.00007462127,0.00003390791,0.0009559806,0.0003053575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007474075,0.00007785614,0.1753825,0.0005712773,0.0000513361,0.0008196522,0.007149928,0.001639574,0.0008890565,0.1177729,0.3156762,0.379895],"study_design_scores_gemma":[0.000007971164,0.00001046139,0.2983214,0.0003577899,0.0000143988,0.0001040125,0.003943496,0.0004895966,0.0000717424,0.002645649,0.6939958,0.00003764369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08205774,0.04715953,0.002147499,0.04507668,0.002522891,0.0002076658,0.03974268,0.0003782227,0.7807071],"genre_scores_gemma":[0.5861948,0.06423381,0.006273873,0.005249781,0.0007146636,0.0001477814,0.02440224,0.0002616374,0.3125214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.052157,"threshold_uncertainty_score":0.3784273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009319071225772494,"score_gpt":0.2174662450362157,"score_spread":0.2081471738104432,"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."}}