{"id":"W1972580315","doi":"10.5380/geografar.v3i1.12908","title":"A INFRA-ESTRUTURA RODOVIÁRIA NO PARANÁ E O TRÁFEGO NAS RODOVIAS PEDAGIADAS - 2000-2006","year":2008,"lang":"pt","type":"article","venue":"Revista Geografar","topic":"Logistics and Infrastructure Analysis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Political 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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005443327,0.0009827366,0.00140912,0.0001097084,0.001329833,0.0006081779,0.00123918,0.0006396791,0.009861333],"category_scores_gemma":[0.0005112891,0.0004687743,0.001101518,0.001810334,0.0006740596,0.0003530571,0.0003571484,0.0008128276,0.002636694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001707524,"about_ca_system_score_gemma":0.0001791164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002727974,"about_ca_topic_score_gemma":0.000243843,"domain_scores_codex":[0.9943549,0.0003842729,0.001376871,0.001414177,0.001014181,0.001455565],"domain_scores_gemma":[0.9970863,0.0002870789,0.0007128341,0.0006253285,0.0006042626,0.000684216],"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":[0.000674186,0.001608833,0.3326542,0.000632338,0.001814179,0.001405764,0.001572601,0.0004543702,0.0124096,0.008123531,0.5552266,0.08342379],"study_design_scores_gemma":[0.0004788964,0.0006668887,0.1805623,0.0001157317,0.0004180098,0.0001325113,0.0001826713,0.0005079095,0.00009239887,0.0002356797,0.8154314,0.001175532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9363201,0.02634997,0.0001266712,0.00493253,0.002073477,0.001494576,0.001396486,0.0004426784,0.0268635],"genre_scores_gemma":[0.9570533,0.007507926,0.0003627639,0.001876389,0.003291124,0.00002519373,0.000703347,0.00001931576,0.02916061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2602049,"threshold_uncertainty_score":0.9999703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264482156135757,"score_gpt":0.2301045399657407,"score_spread":0.2074597184043832,"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."}}