{"id":"W2757769055","doi":"10.5151/1982-9345-26155","title":"DESENVOLVIMENTOS CONTÍNUOS DA ACIARIA 1 DA USIMINAS IPATINGA ATRAVÉS DA TECNOLOGIA SLAGLESS®","year":2017,"lang":"pt","type":"article","venue":"","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Computer science","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.003804079,0.0006404449,0.0008287822,0.0002104978,0.005467348,0.00294027,0.005938544,0.002009627,0.01202143],"category_scores_gemma":[0.007477572,0.0005832569,0.0003486622,0.0003575675,0.003446856,0.001741685,0.002708003,0.002474994,0.002802163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005270397,"about_ca_system_score_gemma":0.001092377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01793061,"about_ca_topic_score_gemma":0.003091951,"domain_scores_codex":[0.9923398,0.0008578642,0.0008881113,0.00133232,0.002293102,0.002288729],"domain_scores_gemma":[0.9945876,0.0008988661,0.0009598308,0.002160615,0.0005011195,0.0008919714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000258262,0.0005569666,0.178842,0.0002172561,0.0008655022,0.0004744304,0.04667583,0.00001687511,0.004353656,0.1790782,0.5326671,0.0559939],"study_design_scores_gemma":[0.007337293,0.001766093,0.04776318,0.001063377,0.0007377262,0.00002504441,0.2408134,0.00558773,0.01195169,0.02076784,0.6569706,0.005215965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3275636,0.0006494631,0.0009214832,0.0394772,0.00484631,0.002941342,0.0001834287,0.0004575751,0.6229596],"genre_scores_gemma":[0.8739685,0.0006550914,0.000488874,0.0005991701,0.00110989,0.00007167848,0.00001546617,0.0000497053,0.1230416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5464049,"threshold_uncertainty_score":0.9998263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2456113619352794,"score_gpt":0.4510210359089254,"score_spread":0.205409673973646,"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."}}