{"id":"W6887974932","doi":"10.17882/104239","title":"Exploring Ecosystem Impacts in Newfoundland and Labrador: Simulations with Harp Seal, Cod, and Capelin Across Three Historical Time Periods","year":2025,"lang":"en","type":"dataset","venue":"SEANOE","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Capelin; Groundfish; Ecosystem; Biomass (ecology); HARP; Marine ecosystem","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008201239,0.0005409884,0.0005067076,0.0005814795,0.0009304791,0.001302343,0.001387237,0.001138408,0.002825734],"category_scores_gemma":[0.00161138,0.0003801557,0.001184559,0.0008610848,0.0006782981,0.0007347808,0.0006749732,0.0007805865,0.0002782216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006981876,"about_ca_system_score_gemma":0.003672162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7895693,"about_ca_topic_score_gemma":0.8666078,"domain_scores_codex":[0.9997627,0.00006050776,0.00001411007,0.00004379777,0.00002432833,0.00009459064],"domain_scores_gemma":[0.9991168,0.0003565295,0.00008521117,0.00006891015,0.0001884541,0.0001841811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003371276,0.0002983692,0.1349594,0.0001516027,0.0003487167,0.0008058882,0.000297738,0.8467953,0.0007893702,0.00167471,0.008698775,0.004843073],"study_design_scores_gemma":[0.0004102206,0.00037838,0.1701803,0.0001761235,0.0003124248,0.0001765759,0.002512602,0.8158132,0.0008057436,0.001036908,0.00806425,0.0001333802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9877437,0.000168245,0.0004411953,0.0003820832,0.00003283051,0.00003152213,0.006256944,0.00006406783,0.004879362],"genre_scores_gemma":[0.9913897,0.0001977538,0.001384095,0.0001167764,0.000007687742,0.00005051676,0.004232977,0.0000279205,0.002592555],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.2104307,"threshold_uncertainty_score":0.4233398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04733189681376977,"score_gpt":0.2850085632123067,"score_spread":0.237676666398537,"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."}}