{"id":"W2912929174","doi":"10.5151/1983-4764-25783","title":"ESTADO DA ARTE DE BOBINAS PRODUZIDA EM LAMINADOR DE TIRAS A QUENTE: MODELAMENTO E PROCESSO HTP","year":2014,"lang":"pt","type":"article","venue":"ABM Proceedings","topic":"Agricultural and Food Sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Computer science; 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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001268313,0.0006380496,0.0005481293,0.00004740756,0.0009659431,0.00112514,0.001278886,0.0003872992,0.000189659],"category_scores_gemma":[0.0002809574,0.000267254,0.0002411473,0.001321906,0.0003139595,0.001046173,0.0003107691,0.0005051309,0.0002278225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002200243,"about_ca_system_score_gemma":0.00008380291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005336775,"about_ca_topic_score_gemma":0.0003694021,"domain_scores_codex":[0.995626,0.00005772053,0.0005976541,0.001266963,0.000791114,0.001660513],"domain_scores_gemma":[0.9982266,0.00009788945,0.0004454809,0.00009897825,0.0004779904,0.0006530782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004213818,0.002045786,0.1333196,0.00120071,0.0002158613,0.00003289525,0.0356986,0.00006363844,0.5495356,0.01491957,0.1114982,0.1510481],"study_design_scores_gemma":[0.002371525,0.01319764,0.6229802,0.002480764,0.0007612067,0.0007934635,0.08400553,0.0411512,0.05513017,0.02705095,0.1432455,0.006831786],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846429,0.0004676983,0.00002497164,0.009218172,0.0002236714,0.0006847013,0.00001938406,0.0002506449,0.004467913],"genre_scores_gemma":[0.9797785,0.0001226123,0.0002733952,0.001160396,0.001115198,0.0001366279,0.00001954048,0.000007639321,0.01738603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4944054,"threshold_uncertainty_score":0.9999779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903413325937385,"score_gpt":0.2266961325959333,"score_spread":0.2076619993365594,"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."}}