{"id":"W7133275188","doi":"","title":"Assessment of American lobster in Newfoundland","year":2023,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"West coast; Fishing; American lobster; East coast; Commercial fishing; Impact assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006223649,0.000250945,0.000172106,0.001919539,0.0007298006,0.001156561,0.0003201939,0.0001991687,0.002946215],"category_scores_gemma":[0.0006314598,0.0001745307,0.000209533,0.001513085,0.0002638031,0.0004502257,0.0006649382,0.0002723093,0.000623741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008449373,"about_ca_system_score_gemma":0.004149972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9439338,"about_ca_topic_score_gemma":0.9911589,"domain_scores_codex":[0.9997115,0.00002047407,0.00001624682,0.00004878089,0.00009836754,0.0001047357],"domain_scores_gemma":[0.9991523,0.00003424538,0.0000888427,0.00003508063,0.0005749778,0.0001145442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001344924,0.00003976938,0.9407505,0.00009721248,0.0001282089,0.0004778149,0.0007251503,0.00260199,0.001685374,0.0003948819,0.0147462,0.03821838],"study_design_scores_gemma":[0.000003337494,0.00001763096,0.9859418,0.00004132789,0.00002223854,0.00006555253,0.001036658,0.0009625129,0.0002600436,0.00002432644,0.01161691,0.000007632252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417675,0.001177696,0.0007068484,0.0004834481,0.00002746275,0.00007848435,0.011849,0.00009813473,0.04381139],"genre_scores_gemma":[0.9456742,0.00120915,0.001716386,0.0002642786,0.00001176975,0.00005365286,0.009017165,0.00003334306,0.04202006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05606616,"threshold_uncertainty_score":0.1127926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015284832143373,"score_gpt":0.2679248771539992,"score_spread":0.2577720288325655,"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."}}