{"id":"W4229928954","doi":"10.24305/cadecs.v2i2.10796","title":"Apresentação","year":2014,"lang":"pt","type":"article","venue":"Caderno Eletrônico de Ciências Sociais","topic":"Social and Economic Solidarity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thinkpath Engineering Services (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003969788,0.0006474198,0.0004433733,0.001529839,0.002677423,0.006426148,0.001283834,0.001762648,0.07000041],"category_scores_gemma":[0.01249018,0.0001995588,0.0007204558,0.001828537,0.001323576,0.002998121,0.00301557,0.002348883,0.02913758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003141786,"about_ca_system_score_gemma":0.005654812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009877215,"about_ca_topic_score_gemma":0.012257,"domain_scores_codex":[0.9960294,0.001243928,0.0001938029,0.0006698043,0.001297806,0.0005653399],"domain_scores_gemma":[0.9946307,0.0008348502,0.0003143295,0.0007834126,0.002889125,0.00054754],"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":[0.0002825664,0.0001953186,0.007988654,0.0007641343,0.00004615117,0.001288643,0.01133293,0.0001876068,0.002535635,0.07953279,0.3302882,0.5655574],"study_design_scores_gemma":[0.000009529187,0.00003587892,0.001664819,0.0002528263,0.00001702709,0.0004478473,0.001867943,0.0001071619,0.0004475403,0.003470368,0.9916659,0.0000132358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0370833,0.0128864,0.01647641,0.07908005,0.01974258,0.0005845322,0.002236757,0.001194574,0.8307155],"genre_scores_gemma":[0.2554456,0.01180747,0.01668543,0.02107684,0.005281256,0.0005627107,0.002529536,0.0008095786,0.6858017],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07000041,"threshold_uncertainty_score":0.2341747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0511001950697904,"score_gpt":0.3176991825246471,"score_spread":0.2665989874548567,"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."}}