{"id":"W2765518176","doi":"10.13083/reveng.v25i3.781","title":"NOTA TÉCNICA: CONSTRUÇÃO DE SONDAS TDR E AVALIAÇÃO EM DIFERENTES SOFTWARES DE APLICAÇÃO TÉCNICA","year":2017,"lang":"pt","type":"article","venue":"Revista Engenharia na Agricultura - REVENG","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00187442,0.0009933686,0.00114415,0.00004903477,0.003231541,0.005129132,0.002683609,0.0006250954,0.002335556],"category_scores_gemma":[0.001587277,0.0004601064,0.000793904,0.0003780249,0.0003168782,0.001313804,0.001280672,0.001039659,0.001067149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004255951,"about_ca_system_score_gemma":0.0001139277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000664857,"about_ca_topic_score_gemma":0.0001840481,"domain_scores_codex":[0.9938133,0.0008851142,0.001332391,0.001480504,0.0008158193,0.001672889],"domain_scores_gemma":[0.9952105,0.0007133574,0.001903721,0.0009404737,0.0004459647,0.0007859786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006387975,0.003046121,0.03068392,0.002623283,0.003257228,0.0006062171,0.007152294,0.00006539627,0.1470316,0.03787804,0.1487397,0.6182774],"study_design_scores_gemma":[0.001750563,0.0007933486,0.3108116,0.001861194,0.001768506,0.0001840003,0.006084986,0.0006963275,0.003658378,0.0009584561,0.6683913,0.003041292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591529,0.006363909,0.0006446475,0.02219434,0.001543286,0.002938227,0.0008458922,0.0005184067,0.005798349],"genre_scores_gemma":[0.9712802,0.00608112,0.00073965,0.0008233679,0.001309886,0.0001441339,0.0002937623,0.00001877932,0.01930908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6152361,"threshold_uncertainty_score":0.9997851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03856652469545828,"score_gpt":0.2855640102669457,"score_spread":0.2469974855714874,"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."}}