{"id":"W7133284646","doi":"","title":"Harbour seal stock assessment","year":2022,"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":"Fisheries and Oceans Canada; Nunavut Wildlife Management Board","keywords":"Harbour; Aerial survey; Stock (firearms); Abundance (ecology); Phoca; Relative species abundance","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001123045,0.0005818703,0.0003882737,0.003696121,0.001008355,0.0008811816,0.001209164,0.0003248574,0.006381844],"category_scores_gemma":[0.002044984,0.0002336889,0.0005900923,0.001725502,0.0003235469,0.0005841979,0.00115512,0.0004539652,0.001953986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360135,"about_ca_system_score_gemma":0.004764328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6227884,"about_ca_topic_score_gemma":0.8025864,"domain_scores_codex":[0.9989725,0.00003695091,0.00007558084,0.0001022668,0.0006562855,0.0001564026],"domain_scores_gemma":[0.9975765,0.00004008707,0.0002231657,0.00008156063,0.001889728,0.0001888718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001619792,0.00006630575,0.8820115,0.0002682102,0.0001641567,0.000557024,0.001617385,0.001203746,0.002299908,0.001481837,0.02204015,0.08812773],"study_design_scores_gemma":[0.000008830471,0.0000838592,0.9580495,0.0001536742,0.00006116179,0.0002720562,0.001245376,0.001393093,0.0009802644,0.0002346038,0.03749069,0.0000268137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8296627,0.002374266,0.008196739,0.0004527122,0.0001427196,0.002267086,0.07159322,0.0004176485,0.08489298],"genre_scores_gemma":[0.8406425,0.00256172,0.01197555,0.0002675048,0.00004299338,0.0008790456,0.07159729,0.00009315228,0.07194027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3772116,"threshold_uncertainty_score":0.7588661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035733454434598,"score_gpt":0.2566846215436975,"score_spread":0.2463272869993515,"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."}}