{"id":"W3080565440","doi":"10.1111/conl.12751","title":"A green new deal for the oceans must prioritize social justice beyond infrastructure","year":2020,"lang":"en","type":"article","venue":"Conservation Letters","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Equity (law); Vision; Sustainability; Climate change; Indigenous; Environmental justice; Climate justice; Political science; Business; Economic growth; Environmental resource management; Environmental planning; Geography; Sociology; Economics; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005801519,0.00008748383,0.000066546,0.000007164343,0.0002231393,0.00004068014,0.0001906053,0.0000224459,0.0004539636],"category_scores_gemma":[0.00003014127,0.00006979422,0.00004684121,0.0001455475,0.00007796309,0.000111589,0.0004442651,0.0000741899,0.00004263972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004324167,"about_ca_system_score_gemma":0.00001139802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004296313,"about_ca_topic_score_gemma":0.0001646577,"domain_scores_codex":[0.9993936,0.00001371741,0.0001155263,0.0001743387,0.0001545538,0.0001483088],"domain_scores_gemma":[0.9997409,0.00006899526,0.00005179786,0.000074193,0.00000551725,0.0000586051],"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":[0.00003405399,0.00000378833,0.003331925,0.00002113821,0.00001414874,0.000001826854,0.0009658462,0.0003224018,0.002548867,0.0007800882,0.9142867,0.07768922],"study_design_scores_gemma":[0.0005180007,0.00002428198,0.1215441,0.000001379301,0.00008944967,8.57064e-7,0.0002195131,0.003803868,0.00002346792,0.000998866,0.8726536,0.0001226315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06747281,0.000006019853,0.07466242,0.8536236,0.0002000127,0.0006165599,0.00001857458,0.00006919526,0.003330827],"genre_scores_gemma":[0.3728014,0.000006970367,0.006446051,0.6168104,0.001287653,0.00003687209,0.00005462328,0.00002729035,0.002528768],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3053286,"threshold_uncertainty_score":0.4970583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608838794730084,"score_gpt":0.2175441651574622,"score_spread":0.2014557772101614,"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."}}