{"id":"W1698936177","doi":"","title":"Índice canadiense de calidad de las aguas para la cuenca del río Naranjo, provincia Las Tunas, Cuba","year":2014,"lang":"es","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Art","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008026035,0.0007536221,0.001209625,0.0005692308,0.0007767086,0.002998083,0.004894394,0.0003323423,0.01052074],"category_scores_gemma":[0.0007478951,0.0007140791,0.0004018818,0.001026155,0.0007442167,0.001950578,0.00227553,0.0008969738,0.0003026569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009103285,"about_ca_system_score_gemma":0.0002382658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08976249,"about_ca_topic_score_gemma":0.006253775,"domain_scores_codex":[0.9920357,0.002593049,0.001409959,0.001048986,0.001373684,0.001538628],"domain_scores_gemma":[0.9957057,0.0006980522,0.001317497,0.001080822,0.00008156376,0.001116419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002498983,0.0004762837,0.9063289,0.0003386064,0.000243249,0.0002551913,0.001622097,0.001396645,0.01985785,0.0004605666,0.04864179,0.02012895],"study_design_scores_gemma":[0.0007124356,0.00003306422,0.7530038,0.0004914681,0.0002502927,0.00004071559,0.0001991056,0.001222519,0.008311761,0.002364584,0.2325383,0.0008319356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727281,0.003469853,0.0007364001,0.000651749,0.0002727323,0.0008681665,0.0001069708,0.00006830136,0.02109776],"genre_scores_gemma":[0.9926067,0.002790858,0.00041224,0.001372953,0.0002985931,0.00005752527,0.00001778509,0.0001095785,0.002333751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1838965,"threshold_uncertainty_score":0.999531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1411806734097253,"score_gpt":0.4847401693968555,"score_spread":0.3435594959871302,"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."}}