{"id":"W7000364309","doi":"","title":"Factors influencing capelin (Mallotus villosus) recruitment on the Newfoundland shelf","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Fisheries and Oceans Canada; World Wildlife Fund","keywords":"Capelin; Bay; Forage fish; Predation; Larva; Otolith; Population; Intertidal zone; Ichthyoplankton","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001923058,0.0001435838,0.0001359492,0.0004722265,0.0007014311,0.0005174942,0.0002831762,0.0001546128,0.001600504],"category_scores_gemma":[0.0006703314,0.00014808,0.0001256791,0.000437777,0.0004152338,0.0002434502,0.0005048987,0.0001963988,0.0002247553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003249477,"about_ca_system_score_gemma":0.001426625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6853983,"about_ca_topic_score_gemma":0.9433604,"domain_scores_codex":[0.9998622,0.0000106712,0.000009059516,0.00003284134,0.00002044048,0.00006485578],"domain_scores_gemma":[0.9993318,0.0000649784,0.0002990592,0.00002101055,0.0001010099,0.00018221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000212387,0.000009310802,0.9976682,0.000004817738,0.000006871591,0.00005974952,0.0002549321,0.00003256804,0.0005412819,0.00001825963,0.0001779129,0.001204736],"study_design_scores_gemma":[2.098592e-7,0.000003523362,0.9997112,0.000001818243,0.000001024726,0.000007189343,0.0001898457,0.00001172387,0.00001183048,8.89997e-7,0.00006017153,4.640043e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993749,0.00004090543,0.000007832473,0.00003068462,0.000001105932,0.000002345338,0.0001121717,8.073656e-7,0.0004294064],"genre_scores_gemma":[0.9986952,0.00007829045,0.00005106232,0.00002746249,0.000001927421,0.000005468878,0.0001786729,0.000001046347,0.0009608368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3146017,"threshold_uncertainty_score":0.6329088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05507923876988978,"score_gpt":0.2477490302091918,"score_spread":0.192669791439302,"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."}}