{"id":"W6925387778","doi":"10.17895/ices.pub.25350130.v1","title":"A Whole Ecosystem Approach to Marine Restoration: Optimal Strategies for Northern British Columbia","year":2005,"lang":"en","type":"other","venue":"Open MIND","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Fishing; Biomass (ecology); Resource (disambiguation); Ecosystem services; Investment (military); Stock (firearms); Marine ecosystem; Order (exchange)","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":[0.0003255469,0.0006103148,0.0004842929,0.0009307523,0.0008007857,0.001659066,0.000690402,0.0004580004,0.009202446],"category_scores_gemma":[0.0006343887,0.0002102585,0.0002807707,0.001130468,0.0006170639,0.0005083181,0.0005489538,0.0003967707,0.0002594816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01189157,"about_ca_system_score_gemma":0.01054961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6942186,"about_ca_topic_score_gemma":0.8571221,"domain_scores_codex":[0.9998739,0.00003666415,0.000003948578,0.00001392659,0.00003426626,0.00003735008],"domain_scores_gemma":[0.999903,0.00002781008,0.00001012696,0.000005115531,0.00002939468,0.00002458201],"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":[0.0001510155,0.0001052392,0.0038182,0.0002962954,0.00008019339,0.0002278409,0.0001739741,0.7106287,0.00139559,0.04254439,0.01999407,0.2205845],"study_design_scores_gemma":[0.00005230615,0.0001260002,0.009620211,0.0001504178,0.0001150479,0.000100742,0.001079461,0.8976603,0.0007992559,0.05353303,0.03671138,0.00005196625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4689812,0.02829621,0.1689261,0.009369388,0.0002903309,0.0002993571,0.001442534,0.0005416346,0.3218533],"genre_scores_gemma":[0.8873245,0.008014618,0.03519449,0.0002737288,0.00003839838,0.00009633596,0.0002908515,0.00007620584,0.06869088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3057814,"threshold_uncertainty_score":0.6151645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478393057832559,"score_gpt":0.2656338364462603,"score_spread":0.2408499058679347,"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."}}