{"id":"W2098638551","doi":"10.1139/er-2012-0049","title":"Is Canada fulfilling its obligations to sustain marine biodiversity? A summary review, conclusions, and recommendations<sup>1</sup>This manuscript is a companion paper to Hutchings et al. (doi:10.1139/a2012-011) and VanderZwaag et al. (doi:10.1139/a2012-013) also appearing in this issue. These three papers comprise an edited version of a February 2012 Royal Society of Canada Expert Panel Report.","year":2012,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Pacific Salmon Foundation; Memorial University of Newfoundland; Simon Fraser University; Université Laval; Dalhousie University","funders":"Royal Society of Canada; Government of Canada; Northwestern University","keywords":"Biodiversity; Environmental resource management; Business; Marine biodiversity; Environmental planning; Fisheries management; International law; Marine protected area; Political science; Natural resource economics; Geography; Fishing; Ecology; Environmental science; Economics; Biology; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002074599,0.0004858278,0.0008533592,0.0001089327,0.0003968096,0.00003874236,0.0004281994,0.0001079277,0.04754632],"category_scores_gemma":[0.0001407137,0.000453546,0.0001465151,0.0004171851,0.0001927262,0.0008757151,0.001982844,0.0004641215,0.00006741625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000960766,"about_ca_system_score_gemma":0.000126857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7205807,"about_ca_topic_score_gemma":0.261177,"domain_scores_codex":[0.9959742,0.0004340031,0.001069506,0.0008112644,0.0009878697,0.0007231462],"domain_scores_gemma":[0.9979358,0.0002009896,0.0004028596,0.0007106332,0.00001564461,0.0007340145],"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":[0.00006563655,0.0001871398,0.09862984,0.0001642073,0.00003988189,0.00001049386,0.002322893,0.00001652831,0.001313132,0.00000127769,0.8828176,0.01443142],"study_design_scores_gemma":[0.0004914961,0.0001229929,0.03103645,0.0003737156,0.00004372158,0.0000162056,0.001873889,0.0005864486,0.0001193834,0.000002321637,0.9648772,0.0004561877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7034734,0.03724885,0.0001147254,0.2108349,0.000489734,0.01063871,0.001371139,0.00007124837,0.03575733],"genre_scores_gemma":[0.1104359,0.4328974,0.0176976,0.3864883,0.0002031775,0.000645444,0.005010032,0.000261982,0.04636019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5930375,"threshold_uncertainty_score":0.9997916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02692221345652972,"score_gpt":0.2636732698364851,"score_spread":0.2367510563799554,"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."}}