{"id":"W4320026440","doi":"10.51189/ii-econline/13556","title":"TILAPICULTURA E IMPACTOS AMBIENTAIS","year":2022,"lang":"pt","type":"article","venue":"","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Computer science","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":[0.0006807853,0.0005153568,0.0003137624,0.0004903747,0.0004484308,0.002166463,0.000237532,0.0004439845,0.00410594],"category_scores_gemma":[0.001133912,0.0001413197,0.0003691278,0.0008403286,0.0006509657,0.0005478178,0.0007230345,0.0005602962,0.0005007574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008790268,"about_ca_system_score_gemma":0.0007902668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01063848,"about_ca_topic_score_gemma":0.01444997,"domain_scores_codex":[0.9994122,0.000151532,0.00002321167,0.0001363042,0.0002042835,0.00007247581],"domain_scores_gemma":[0.9987416,0.0005243043,0.0003089447,0.00006977633,0.0002348118,0.000120649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001886086,0.0009227772,0.4978763,0.004774583,0.0005986707,0.002151525,0.003808448,0.003880827,0.2880841,0.006454375,0.002477618,0.1870847],"study_design_scores_gemma":[0.00003681534,0.001059377,0.9289849,0.0003816254,0.0003260345,0.0006452455,0.003279803,0.001025012,0.03474116,0.003340831,0.02612845,0.00005093602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659531,0.00574595,0.001446275,0.0007368256,0.00005727515,0.00005065154,0.001015601,0.00007478927,0.02491949],"genre_scores_gemma":[0.9952778,0.001974004,0.0005295262,0.00009674079,0.00001526747,0.00001426139,0.0001883992,0.000009092538,0.001894854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01063848,"threshold_uncertainty_score":0.02115309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008337497390868755,"score_gpt":0.2273555763070861,"score_spread":0.2190180789162173,"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."}}