{"id":"W2774396525","doi":"10.1139/facets-2017-0037","title":"Knowledge sharing about deep-sea ecosystems to inform conservation and research decisions","year":2017,"lang":"en","type":"article","venue":"FACETS","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration","keywords":"Seascape; Environmental resource management; Ecosystem; Marine ecosystem; Climate change; Geography; Environmental planning; Environmental science; Oceanography; Ecology; Geology; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.03464983,0.000522885,0.0004841106,0.00524452,0.005030874,0.009085784,0.001668192,0.002210248,0.009227906],"category_scores_gemma":[0.03701627,0.0003993929,0.0005432187,0.00393603,0.005813182,0.01370071,0.009719742,0.002187661,0.0006810111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004825648,"about_ca_system_score_gemma":0.01412851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008083259,"about_ca_topic_score_gemma":0.01423514,"domain_scores_codex":[0.9793977,0.01593683,0.001060088,0.0007198511,0.001718595,0.001166875],"domain_scores_gemma":[0.9305399,0.05173628,0.005235245,0.005663943,0.004533406,0.002291111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009347183,0.000522442,0.07495296,0.002535044,0.0002106728,0.001939836,0.5368257,0.002297656,0.003136946,0.09674773,0.01086739,0.2698702],"study_design_scores_gemma":[0.00001966061,0.0001107378,0.02207656,0.003892854,0.00009535533,0.0003611283,0.7303692,0.001735405,0.001240888,0.1067372,0.1332908,0.00007033576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5345315,0.006818909,0.05629833,0.1008474,0.0003974646,0.0009165512,0.001048207,0.0001035925,0.2990381],"genre_scores_gemma":[0.9795624,0.002450105,0.01261046,0.001789285,0.00006104508,0.0002157713,0.0002188958,0.00001203992,0.003080001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03464983,"threshold_uncertainty_score":0.183248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138936386308802,"score_gpt":0.369017093322685,"score_spread":0.2551234546918048,"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."}}