{"id":"W4232909967","doi":"10.1590/s1413-77042011000200001","title":"Apresentação","year":2011,"lang":"pt","type":"article","venue":"Tempo","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Condor Petroleum (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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001466736,0.0006622205,0.0005004844,0.00143675,0.001244174,0.002830179,0.001171893,0.0009322735,0.1588499],"category_scores_gemma":[0.007947763,0.0001556694,0.0008588982,0.001197382,0.0006044719,0.001269263,0.001419222,0.001222386,0.05154452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255264,"about_ca_system_score_gemma":0.002449271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003236177,"about_ca_topic_score_gemma":0.00462283,"domain_scores_codex":[0.9985754,0.0003369166,0.0001083561,0.000208873,0.0005324195,0.0002380043],"domain_scores_gemma":[0.9969716,0.0003675945,0.0001351594,0.0006234888,0.001478332,0.0004238189],"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":[0.0009196717,0.0004323059,0.006347799,0.0008875414,0.00005020457,0.007287059,0.001190711,0.0001381156,0.00716555,0.01044889,0.2441877,0.7209444],"study_design_scores_gemma":[0.00003573335,0.0001158315,0.002322599,0.0002845369,0.00004668778,0.004398485,0.0005670545,0.0001479007,0.002943396,0.001810811,0.9873121,0.00001486844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0548372,0.009912369,0.01954582,0.02343324,0.04109664,0.001335652,0.003324158,0.002823364,0.8436916],"genre_scores_gemma":[0.1657355,0.009924819,0.01317496,0.008055918,0.007101568,0.0005900894,0.003497915,0.001114287,0.7908049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8411502,"threshold_uncertainty_score":0.5314057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1798289613515025,"score_gpt":0.3020319320290989,"score_spread":0.1222029706775964,"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."}}