{"id":"W4387753349","doi":"10.21041/conpat2023/v2pc6630","title":"Desplacamento de revestimento cerâmico de fachadas em edifícios: estudo de caso em balneário Camboriú-SC","year":2023,"lang":"pt","type":"article","venue":"","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cameco (Canada)","funders":"","keywords":"Humanities; Physics; Materials 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":[0.008111645,0.0006008301,0.0006337792,0.0004571085,0.001618192,0.0007588402,0.002332975,0.001238195,0.004684881],"category_scores_gemma":[0.003215875,0.0006206809,0.0003304909,0.002340992,0.0005803402,0.0006860641,0.001274785,0.002008176,0.003893733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003813258,"about_ca_system_score_gemma":0.003491063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.019199,"about_ca_topic_score_gemma":0.006167668,"domain_scores_codex":[0.9903456,0.001526492,0.000780398,0.001119834,0.002362181,0.003865503],"domain_scores_gemma":[0.9955958,0.001203436,0.000264998,0.0007336887,0.0002544212,0.001947725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007248185,0.0001599687,0.1094468,0.0001244733,0.0002450531,0.000654143,0.1141032,0.0002619155,0.0008472759,0.005346594,0.7656465,0.003091619],"study_design_scores_gemma":[0.002746206,0.0009177188,0.04192869,0.0007428577,0.0004535224,0.00009915041,0.6536137,0.01378915,0.003383445,0.01149433,0.2681886,0.002642633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260389,0.0008930924,0.002777524,0.01759761,0.001695724,0.001935776,0.0001504926,0.001069521,0.0478414],"genre_scores_gemma":[0.6429908,0.003549958,0.001341201,0.002677182,0.00162625,0.0001830586,0.00002811908,0.0001053722,0.3474981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5395105,"threshold_uncertainty_score":0.9996816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0829771010789826,"score_gpt":0.4035278423141042,"score_spread":0.3205507412351216,"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."}}