{"id":"W4285294621","doi":"10.4095/329978","title":"Scotian Shelf geoscience information within Network Candidate Sites of Fisheries and Oceans Canada","year":2022,"lang":"en","type":"report","venue":"","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Fishery; Oceanography; Geography; Environmental science; Fisheries science; Fisheries management; Geology; Fishing; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003883812,0.0001635251,0.0002237098,0.00007427061,0.0002705098,0.0001051931,0.0006520799,0.00005511882,0.00004052956],"category_scores_gemma":[0.00004428435,0.0001527179,0.0000291718,0.0005391454,0.0000749097,0.0006410882,0.0005092134,0.0002112431,3.490285e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002084923,"about_ca_system_score_gemma":0.003061454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.251722,"about_ca_topic_score_gemma":0.1509331,"domain_scores_codex":[0.9982377,0.00002323102,0.0004619196,0.0002668079,0.0008170601,0.0001932798],"domain_scores_gemma":[0.9986671,0.00007651246,0.0004764617,0.0003799822,0.000324521,0.00007539761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005532068,0.00005498081,0.006878837,0.000400782,0.00008336113,0.00001654037,0.001132969,0.07974543,0.0000150058,0.3314638,0.514313,0.06588975],"study_design_scores_gemma":[0.000113049,0.000111681,0.005927175,0.00008219643,0.00001686655,0.0001322624,0.0001315684,0.1067684,0.000106563,0.03523202,0.8506823,0.0006958669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007922841,0.0001914929,0.9716501,0.000841359,0.0004517958,0.0003996537,0.0001397285,0.0001686048,0.02536502],"genre_scores_gemma":[0.1987734,0.001413565,0.7893578,0.0020759,0.0002509916,0.0002827481,0.001009033,0.00003344634,0.006803163],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3363693,"threshold_uncertainty_score":0.8645601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297712128479736,"score_gpt":0.2436067963373392,"score_spread":0.2306296750525418,"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."}}