{"id":"W6983567921","doi":"","title":"Monitoreo participativo de la calidad del agua superficial del mar de Huarmey: Informe técnico","year":2014,"lang":"es","type":"report","venue":"Americanae (AECID Library)","topic":"Medieval and Classical Philosophy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Quality (philosophy); Pilotage; Coastal zone","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","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0007596175,0.00130267,0.00217148,0.0004400584,0.0008353644,0.0007707994,0.001221963,0.000761699,0.005928249],"category_scores_gemma":[0.0006373007,0.001136536,0.001026066,0.0002867791,0.002895752,0.0009974829,0.0005031245,0.00172858,0.0005593717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003030102,"about_ca_system_score_gemma":0.002555124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05396517,"about_ca_topic_score_gemma":0.0001914914,"domain_scores_codex":[0.9929971,0.000945768,0.001820591,0.001033893,0.00130546,0.001897202],"domain_scores_gemma":[0.9949438,0.001453978,0.00108179,0.001035244,0.0001946348,0.001290546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005061032,0.001238038,0.3882908,0.00127357,0.001584729,0.001101325,0.006918116,0.00007835656,0.00007828677,0.1352233,0.3721263,0.09158108],"study_design_scores_gemma":[0.0007218116,0.001083801,0.05588085,0.0005639088,0.0008057147,0.00004641672,0.00151837,0.000662278,0.0002785503,0.0075859,0.9289989,0.001853527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7195021,0.001810739,0.0001189204,0.002272148,0.001640351,0.0006037714,0.0005868715,0.0004584606,0.2730066],"genre_scores_gemma":[0.9542365,0.003373567,0.0003988861,0.0049437,0.01453209,0.0002952977,0.0004535595,0.0003687856,0.02139764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5568725,"threshold_uncertainty_score":0.9999725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385354101974512,"score_gpt":0.2677249233555977,"score_spread":0.2438713823358525,"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."}}