{"id":"W4389125817","doi":"10.18066/inic0994.23","title":"TRATAMENTO DE EFLUENTES LÍQUIDOS RICOS EM FOSFATO: UMA REVISÃO DAS TÉCNICAS EMPREGADAS","year":2023,"lang":"pt","type":"article","venue":"","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Phosphate; Chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001153315,0.0005936489,0.0005155319,0.0001615802,0.0005097258,0.0004093347,0.001194392,0.0001958809,0.01153277],"category_scores_gemma":[0.00008029135,0.000549657,0.0003504759,0.001665873,0.0002117313,0.0005278247,0.001563696,0.0003299126,0.02406463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006953909,"about_ca_system_score_gemma":0.00004259306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000723624,"about_ca_topic_score_gemma":0.0002586598,"domain_scores_codex":[0.9951044,0.0001832233,0.0007812679,0.001240387,0.001111044,0.001579649],"domain_scores_gemma":[0.9978068,0.0001411309,0.0002235998,0.001211735,0.00001588133,0.0006008317],"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":[0.0001647801,0.001066849,0.04852031,0.0002441768,0.0002603319,0.0003279958,0.0041681,0.0004705137,0.004513782,0.003008856,0.8859922,0.05126214],"study_design_scores_gemma":[0.003174842,0.001142712,0.1458771,0.0005288612,0.0004174995,0.00002485901,0.008597167,0.02683715,0.02178343,0.001612301,0.7879065,0.002097568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420236,0.001913334,0.001417559,0.005372866,0.001023402,0.002251866,0.0001118334,0.0007491788,0.0451363],"genre_scores_gemma":[0.8788379,0.003961504,0.0004003453,0.002426212,0.0001397277,0.0001595655,0.0000593165,0.00008828609,0.1139271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09808569,"threshold_uncertainty_score":0.9996955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185604622828855,"score_gpt":0.2943470863754453,"score_spread":0.2724910401471567,"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."}}