{"id":"W2274657637","doi":"","title":"APOIO DA EXPERTISE CANADENSE NO DESENVOLVIMENTO DE INDICADORES DE SUSTENTABILIDADE RELACIONADOS À MARICULTURA DO BRASIL","year":2012,"lang":"pt","type":"article","venue":"","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Business; Geography; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008353842,0.0007399482,0.0004250415,0.0001567856,0.0006524868,0.0002830188,0.0007536961,0.0004946542,0.02961756],"category_scores_gemma":[0.000183726,0.0006613747,0.0002142794,0.0005351405,0.0005885824,0.001180949,0.0009713111,0.0005347747,0.00619191],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008716865,"about_ca_system_score_gemma":0.0001886824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02599555,"about_ca_topic_score_gemma":0.001214019,"domain_scores_codex":[0.994236,0.0003140503,0.0006714679,0.0007697655,0.0009758782,0.003032832],"domain_scores_gemma":[0.9971812,0.0001281682,0.0002134263,0.000620528,0.00001463716,0.001842013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001062079,0.0007407421,0.8117212,0.00007590168,0.0001219958,0.0000868953,0.01504529,0.0001833428,0.008317218,0.0003506294,0.1584207,0.004829894],"study_design_scores_gemma":[0.001214836,0.0001285536,0.9070662,0.00007058021,0.0001303357,0.0001935816,0.03504568,0.0003296154,0.006710682,0.00006067597,0.04768254,0.001366722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710978,0.001536353,0.0001006491,0.001620509,0.0004362665,0.0008215016,0.00002785305,0.00009964652,0.02425947],"genre_scores_gemma":[0.9017609,0.0004530117,0.0009759181,0.002090884,0.0003267252,0.0001304141,0.00004419603,0.00008351912,0.09413444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1107381,"threshold_uncertainty_score":0.9995837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213919771372614,"score_gpt":0.2376689249375273,"score_spread":0.2255297272238012,"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."}}