{"id":"W3033017728","doi":"10.1007/s11852-020-00746-8","title":"Seafloor mapping to support conservation planning in an ecologically unique fjord in Newfoundland and Labrador, Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Coastal Conservation","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Memorial University of Newfoundland","funders":"Fisheries and Oceans Canada","keywords":"Marine protected area; Marine spatial planning; Habitat; Fjord; Seafloor spreading; Benthic habitat; Benthic zone; Marine ecosystem; Geography; Oceanography; Marine habitats; Fishery; Ecology; Environmental science; Ecosystem; Geology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003984888,0.00009280084,0.0002148225,0.0001132359,0.00003635744,0.00004447283,0.0001042389,0.00005889099,0.0001236884],"category_scores_gemma":[0.0001605788,0.00008050259,0.00001279067,0.0002707024,0.00001996201,0.0003557931,0.00001933572,0.0002031355,0.000001276237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001631457,"about_ca_system_score_gemma":0.0004954699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6001046,"about_ca_topic_score_gemma":0.9900221,"domain_scores_codex":[0.9989879,0.0001241565,0.000441063,0.0001295674,0.0001503452,0.0001670268],"domain_scores_gemma":[0.999348,0.0001795522,0.0001800612,0.00003745357,0.00008549155,0.0001694449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003204149,0.000007503238,0.9809368,0.00001352675,0.000003912522,0.0002474752,0.0003189764,0.001080262,0.0002484276,0.00002775051,0.000678843,0.01611616],"study_design_scores_gemma":[0.0004930382,0.0007865713,0.9827865,0.00002809403,0.000002695404,0.00006859376,0.0006652204,0.006562273,0.000009191066,0.0001660372,0.008332213,0.00009955314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894662,0.00002045449,0.0001872415,0.009045083,0.00007156735,0.0001166656,0.00002483694,0.0000047017,0.00106327],"genre_scores_gemma":[0.9900509,0.00001272244,0.0005000334,0.009235973,0.00005779777,4.001359e-7,0.00009043465,0.000001876169,0.00004988055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3899175,"threshold_uncertainty_score":0.4025584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03902499936554154,"score_gpt":0.2319300858385611,"score_spread":0.1929050864730195,"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."}}