{"id":"W4206165964","doi":"10.21878/compolitica.2013.3.1.35","title":"Apresentação","year":2013,"lang":"pt","type":"article","venue":"Compolítica","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Political 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001960441,0.0004931207,0.0005229454,0.0002426753,0.0002567577,0.0004182899,0.0009488275,0.0002164538,0.03485551],"category_scores_gemma":[0.0001735248,0.0005086952,0.0002429322,0.0006203451,0.0004028274,0.00045919,0.0006157072,0.0005121863,0.6701708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001924618,"about_ca_system_score_gemma":0.0001024363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004560663,"about_ca_topic_score_gemma":0.000011683,"domain_scores_codex":[0.9965665,0.0002933994,0.0005739878,0.000682171,0.0006631453,0.001220739],"domain_scores_gemma":[0.9970648,0.000261711,0.0001758795,0.001490539,0.0002584088,0.0007486036],"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":[0.00002558317,0.0006390151,0.003951664,0.00008156295,0.0001900241,0.00003434504,0.0007233104,0.00001467881,0.03231359,0.006081388,0.9522239,0.003720967],"study_design_scores_gemma":[0.005579697,0.0006506109,0.13071,0.0005387429,0.0006814311,0.0002054087,0.002896519,0.1310325,0.014471,0.01324693,0.6961734,0.003813791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4725564,0.006399935,0.001383674,0.02497128,0.006567385,0.005228686,0.0004626665,0.002122965,0.480307],"genre_scores_gemma":[0.9711429,0.000015575,0.0004621069,0.000573636,0.0004673636,0.00008418231,0.00004116528,0.0002460673,0.02696694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6353153,"threshold_uncertainty_score":0.9997365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03371748182070097,"score_gpt":0.293588219426849,"score_spread":0.2598707376061481,"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."}}