{"id":"W3003544699","doi":"10.1038/s41559-019-1091-z","title":"Ecological variables for developing a global deep-ocean monitoring and conservation strategy","year":2020,"lang":"en","type":"review","venue":"Nature Ecology & Evolution","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":282,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Ecology; Environmental resource management; Environmental science; Geography; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00410403,0.001504545,0.002300567,0.003238054,0.0003499932,0.001920197,0.001715932,0.001659784,0.004996464],"category_scores_gemma":[0.007735014,0.00032673,0.0008273594,0.00396265,0.001298912,0.002835864,0.001495577,0.002599658,0.001492755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002264281,"about_ca_system_score_gemma":0.005211585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008169722,"about_ca_topic_score_gemma":0.01332006,"domain_scores_codex":[0.9992371,0.000191422,0.0001072354,0.0001523733,0.0002483726,0.00006364742],"domain_scores_gemma":[0.9952153,0.002970201,0.0005399079,0.0001242645,0.0009626367,0.0001876822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000306557,0.00004566641,0.001678787,0.007430682,0.0002429196,0.00003538634,0.00003653198,0.0008175408,0.0002369222,0.01707974,0.02010862,0.9522566],"study_design_scores_gemma":[0.00002856905,0.00009817095,0.01300558,0.02943383,0.001101584,0.0004327823,0.0003245808,0.001032058,0.0004808795,0.04005532,0.9139152,0.00009150443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003148298,0.9897352,0.002406464,0.003962546,0.0009362463,0.00001899253,0.000246344,0.00002562357,0.00235372],"genre_scores_gemma":[0.005226528,0.985828,0.005141856,0.001660403,0.0009736018,0.00004518832,0.0003463619,0.00001071729,0.0007672018],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008169722,"threshold_uncertainty_score":0.02170444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0413979761420826,"score_gpt":0.3248206257285178,"score_spread":0.2834226495864353,"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."}}