{"id":"W2901704437","doi":"10.5194/adgeo-45-343-2018","title":"Ethical recommendations for ocean observation","year":2018,"lang":"en","type":"article","venue":"Advances in geosciences","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ocean Tracking Network; Dalhousie University","funders":"Directorate-General for Research and Innovation; Natural Environment Research Council; European Commission; Sight Research UK","keywords":"Stewardship (theology); Equity (law); Sustainable development; Environmental resource management; Engineering ethics; Corporate governance; Environmental ethics; Political science; Business; Environmental science; Law; Engineering","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":[0.09595782,0.00104482,0.001228485,0.002319845,0.008903903,0.0145422,0.004936291,0.02729153,0.02407422],"category_scores_gemma":[0.2376677,0.00118712,0.002558247,0.002809055,0.0157818,0.01019675,0.01094102,0.03438799,0.01610461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006192262,"about_ca_system_score_gemma":0.04628966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01372233,"about_ca_topic_score_gemma":0.01749382,"domain_scores_codex":[0.8209937,0.112568,0.01686268,0.005935778,0.03463269,0.009007189],"domain_scores_gemma":[0.7146423,0.1216384,0.01416121,0.04639842,0.0875728,0.0155869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001006921,0.0000909316,0.001541795,0.000751899,0.0000242728,0.000454813,0.007056143,0.0002482943,0.0007267008,0.1359133,0.8099759,0.04311523],"study_design_scores_gemma":[0.00002775066,0.00001972807,0.0008319631,0.001284969,0.00001068273,0.0002005736,0.0027636,0.0001165587,0.0002462511,0.02304401,0.9714149,0.00003904069],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00284692,0.005344215,0.0214856,0.7888107,0.03071499,0.001812106,0.001561399,0.0004877246,0.1469362],"genre_scores_gemma":[0.06825293,0.007996287,0.07886243,0.6771021,0.01049438,0.006886371,0.003438354,0.0008733357,0.1460938],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09595782,"threshold_uncertainty_score":0.5074795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339264821418619,"score_gpt":0.3102047692959514,"score_spread":0.2868121210817652,"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."}}