{"id":"W2025049778","doi":"10.15628/holos.2012.681","title":"SISCI - SISTEMA PARA CONTROLE DE IRRIGAÇÃO ATRAVÉS DE DISPOSITIVOS CELULARES","year":2012,"lang":"pt","type":"article","venue":"Holos","topic":"Rural Development and Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Humanities; Physics; Art","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":[0.002098617,0.0009547622,0.000800047,0.001899885,0.001090485,0.004589111,0.001448101,0.001303594,0.01090015],"category_scores_gemma":[0.003013032,0.0005150901,0.0007794533,0.002177386,0.0009600067,0.002990324,0.002005885,0.001248454,0.005939529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232456,"about_ca_system_score_gemma":0.002532032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005890136,"about_ca_topic_score_gemma":0.003819609,"domain_scores_codex":[0.9981364,0.0003200185,0.0001724542,0.0004753545,0.0007574008,0.0001384583],"domain_scores_gemma":[0.997122,0.0007920466,0.0002495211,0.0005698329,0.001073219,0.0001933211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001130007,0.0007210177,0.01872885,0.002714312,0.0002326145,0.001463046,0.003868433,0.03017876,0.1568052,0.04673873,0.03475497,0.702664],"study_design_scores_gemma":[0.0002695857,0.001464522,0.0255964,0.0008677294,0.0004033991,0.001287096,0.003126275,0.1727888,0.1709066,0.02628966,0.5967032,0.0002967138],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1128519,0.004670328,0.6851295,0.002685761,0.0007372004,0.0017026,0.002892605,0.04295865,0.1463715],"genre_scores_gemma":[0.6339214,0.004961405,0.2351139,0.001137238,0.0003140724,0.001319622,0.004972788,0.001411808,0.1168477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01090015,"threshold_uncertainty_score":0.03646457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420321037180686,"score_gpt":0.2373832158723851,"score_spread":0.2231800055005782,"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."}}