{"id":"W2942133741","doi":"10.5151/ped2018-3.3_aco_48","title":"Metodologia para marca pessoal","year":2019,"lang":"pt","type":"article","venue":"","topic":"Consumer Behavior and Market Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prairie Women's Health Centre of Excellence","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001027716,0.000212301,0.000323158,0.00007860205,0.0002287399,0.00007547963,0.0004920057,0.0002788132,0.03773244],"category_scores_gemma":[0.00007191044,0.0001960565,0.0002022816,0.0003022125,0.000196688,0.000202397,0.0001962298,0.0002771275,0.005360075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144371,"about_ca_system_score_gemma":0.000250581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002324861,"about_ca_topic_score_gemma":0.003993568,"domain_scores_codex":[0.9978237,0.0003618853,0.0002774952,0.0004399263,0.000465476,0.0006315465],"domain_scores_gemma":[0.9989145,0.0003040183,0.00009582255,0.0003887044,0.00009269496,0.0002042774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001422602,0.0003901051,0.823897,0.00007915092,0.0001420385,0.00003474544,0.00994913,0.000003157325,0.0007925686,0.04162376,0.02605904,0.09688703],"study_design_scores_gemma":[0.001376971,0.0002695204,0.5944534,0.00005547586,0.0004310223,0.000008655115,0.03045571,0.001354505,0.0000682124,0.001616567,0.3684281,0.001481908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7895689,0.0002166734,0.0001336164,0.002394248,0.003206441,0.0005550634,0.00005094029,0.0001492553,0.2037248],"genre_scores_gemma":[0.6676261,0.0001734812,0.00009579901,0.0001743922,0.00006916306,0.000006099356,0.000006640473,0.00001279907,0.3318354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.342369,"threshold_uncertainty_score":0.9954144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06813828497224159,"score_gpt":0.3609137206696336,"score_spread":0.2927754356973921,"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."}}