{"id":"W4401480165","doi":"10.56238/levv15n39-014","title":"Fornecimento distribuído de água: Uma analogia didática","year":2024,"lang":"pt","type":"article","venue":"LUMEN ET VIRTUS","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Traditional medicine; Chemistry; Medicine","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":[],"category_scores_codex":[0.0006241754,0.0003230958,0.0003220757,0.0000672729,0.0003682714,0.0008049425,0.0005557488,0.0003300423,0.002281702],"category_scores_gemma":[0.0001158472,0.0002872,0.0002316417,0.0006325524,0.0002553835,0.000701568,0.0001912944,0.000526108,0.0007614298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005540341,"about_ca_system_score_gemma":0.00049071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938604,"about_ca_topic_score_gemma":0.00111946,"domain_scores_codex":[0.9972648,0.000224641,0.0003623599,0.0005898838,0.0006251601,0.0009331423],"domain_scores_gemma":[0.9990854,0.0001252608,0.00009863581,0.0003462383,0.0000487586,0.0002956873],"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":[0.00009289077,0.000204134,0.01375754,0.000331843,0.0006338883,0.0005855814,0.08195931,0.0001062758,0.001725403,0.2503767,0.6127608,0.03746561],"study_design_scores_gemma":[0.000417609,0.0003173296,0.02576558,0.0003921671,0.0002219474,0.00001294112,0.005273093,0.002035322,0.0008461569,0.02332378,0.9406834,0.0007106843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5651056,0.01323136,0.00547835,0.04379055,0.01164898,0.00157115,0.003039353,0.001027241,0.3551074],"genre_scores_gemma":[0.9469156,0.0008666307,0.00008772044,0.001123752,0.0008214601,0.00002304138,0.00006583366,0.00003930766,0.05005664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.38181,"threshold_uncertainty_score":0.999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889946144026819,"score_gpt":0.3267587890356816,"score_spread":0.3078593275954134,"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."}}