{"id":"W2998182496","doi":"10.17271/19843240122620192225","title":"Concreto permeável: principais características e aplicação em pavimentação","year":2019,"lang":"pt","type":"article","venue":"Revista Científica ANAP Brasil","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Physics; Humanities; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005019404,0.0009204951,0.001114683,0.0003003479,0.0002524574,0.0006372379,0.0008734258,0.0004340268,0.002043614],"category_scores_gemma":[0.0001471667,0.0009284514,0.0005063662,0.0007629684,0.00009564761,0.0004511987,0.000337796,0.0009752354,0.002883198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007343126,"about_ca_system_score_gemma":0.0001445179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003108826,"about_ca_topic_score_gemma":0.000008845198,"domain_scores_codex":[0.9952139,0.0001214802,0.001061924,0.001180871,0.0008132764,0.001608552],"domain_scores_gemma":[0.9971397,0.0001599396,0.0002930924,0.001606535,0.0002438641,0.000556857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007408055,0.0007471697,0.3528832,0.01620045,0.003723976,0.001426718,0.03200496,0.006733652,0.2785683,0.134282,0.05846623,0.1142225],"study_design_scores_gemma":[0.003531886,0.0006392272,0.2922593,0.003054305,0.0007716475,0.0002592471,0.005701902,0.02172963,0.007512296,0.0000341512,0.6604367,0.004069668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812109,0.002288965,0.001804426,0.0001558874,0.003875889,0.001460618,0.0002149017,0.0005149071,0.008473494],"genre_scores_gemma":[0.9906628,0.0002606344,0.0004421136,0.0003043805,0.0008924858,0.00004400717,0.0001022827,0.0002231976,0.007068098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6019706,"threshold_uncertainty_score":0.9993166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106895481425647,"score_gpt":0.2462868835811699,"score_spread":0.2352179287669135,"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."}}