{"id":"W2759413536","doi":"10.7127/iv-inovagri-meeting-2017-res4020655","title":"AVALIAÇÃO DA UNIFORMIDADE DE UM SISTEMA DE IRRIGAÇÃO POR GOTEJAMENTO","year":2017,"lang":"pt","type":"article","venue":"","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007584567,0.0005500322,0.0004451833,0.00005123499,0.002621232,0.0005244034,0.001388022,0.0002703389,0.00967694],"category_scores_gemma":[0.00005944586,0.0004984381,0.0004811048,0.0001030756,0.001303028,0.0006379249,0.001565964,0.0003430975,0.003947774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007118504,"about_ca_system_score_gemma":0.0000218283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008221927,"about_ca_topic_score_gemma":0.00180925,"domain_scores_codex":[0.9965743,0.0001073145,0.0004673238,0.0007862469,0.0006267697,0.001437996],"domain_scores_gemma":[0.9976374,0.00004799804,0.0003633922,0.001356838,0.000004670368,0.0005896814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005947666,0.0005210788,0.9640728,0.0001003347,0.0002815724,0.0001061549,0.002368188,0.0002968835,0.004995014,0.0005089922,0.01320627,0.01348326],"study_design_scores_gemma":[0.0007987658,0.0002201893,0.958019,0.00009122095,0.0001972456,0.00004877325,0.003849612,0.0005640516,0.002688171,0.001097524,0.03169062,0.0007348183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8264796,0.0008719926,0.0005898334,0.004900962,0.00056276,0.000601476,0.00008046688,0.00009758351,0.1658154],"genre_scores_gemma":[0.9451112,0.000804382,0.001085378,0.001001467,0.00009471571,0.00004284978,0.000007076908,0.00004148403,0.05181151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1186316,"threshold_uncertainty_score":0.9997467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02607303209623893,"score_gpt":0.2593344711911784,"score_spread":0.2332614390949395,"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."}}