{"id":"W2294131591","doi":"10.15273/pnsis.v44i1.3882","title":"BIOLOGICAL AND ENVIRONMENTAL REQUISITES FOR A SUCCESSFUL TRAP FISHERY OF THE NORTHERN SHRIMP Pandalus borealis","year":2007,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Bay; Fishery; Nova scotia; Oceanography; Shrimp; Population; Submarine pipeline; Habitat; Environmental science; Geography; Geology; Ecology; Biology","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":[0.0002344322,0.0001589695,0.0001134936,0.0002696632,0.0004948298,0.0004248522,0.000152238,0.0002178699,0.001178833],"category_scores_gemma":[0.0006264983,0.0001821103,0.00006938785,0.0001071438,0.0003937687,0.0002608745,0.0003220239,0.0001949828,0.0002274286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007145436,"about_ca_system_score_gemma":0.0007323247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05667149,"about_ca_topic_score_gemma":0.2401169,"domain_scores_codex":[0.9998758,0.00001242031,0.00001125241,0.00002405664,0.0000303379,0.00004614944],"domain_scores_gemma":[0.9994391,0.00004955902,0.0001845757,0.0000267732,0.00009929888,0.0002007583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002152474,0.0002642435,0.9490124,0.00003432593,0.00001563466,0.0007782188,0.0003000231,0.0001394739,0.04186896,0.00006110477,0.0001554451,0.007155024],"study_design_scores_gemma":[0.00000294706,0.0001075467,0.9991922,0.00000170621,0.000001890815,0.0001446794,0.0001330036,0.00003040147,0.0002409735,0.000005855207,0.0001370619,0.000001619884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988793,0.00003573957,0.00003075759,0.00001633307,0.000001992454,0.00001898398,0.0000673408,0.000002028182,0.0009474705],"genre_scores_gemma":[0.999002,0.00003877636,0.0001574035,0.00002072023,0.000003562953,0.00001540305,0.0001852777,7.878321e-7,0.0005760754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9433285,"threshold_uncertainty_score":0.1126833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335551879494203,"score_gpt":0.2520936693839756,"score_spread":0.2287381505890336,"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."}}