{"id":"W7034327065","doi":"","title":"A sustentabilidade aplicada no sistema construtivo wood frame","year":2022,"lang":"en","type":"dissertation","venue":"Institutional Repository of the Federal Technological University of Paraná (RIUT) (Federal University of Technology – Paraná)","topic":"Unemployment and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constructive; Productivity; Sustainability; Frame (networking); Quality (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0003151797,0.0005177672,0.001571163,0.0008524673,0.001818244,0.00002420634,0.002624031,0.001592933,0.0006700231],"category_scores_gemma":[0.0001487353,0.0006137518,0.001015713,0.000707279,0.003530029,0.0002693284,0.0007770912,0.001321646,0.00006734108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006677915,"about_ca_system_score_gemma":0.0003201548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374337,"about_ca_topic_score_gemma":0.0002737108,"domain_scores_codex":[0.9971765,0.0000776939,0.000951024,0.001019094,0.0002591762,0.0005165437],"domain_scores_gemma":[0.9964426,0.0001081153,0.002197991,0.0009285891,0.0002223234,0.0001003495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003647585,0.002478979,0.09030363,0.001299873,0.002688189,0.0003923324,0.0007369605,0.001367119,0.008679123,0.8855667,0.001635435,0.001204094],"study_design_scores_gemma":[0.02450148,0.004474252,0.09206354,0.002622092,0.001455607,0.0008088359,0.05548023,0.001887917,0.03655575,0.1713638,0.6014363,0.00735016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399747,0.0011267,0.0001464688,0.0009336558,0.00075032,0.0007953109,0.0003918436,0.0002325305,0.05564851],"genre_scores_gemma":[0.9852659,0.0002519479,0.001005346,0.00002021427,0.00002115821,0.000001785527,0.0001181628,0.00002263734,0.01329289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7142028,"threshold_uncertainty_score":0.9997032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305154525703163,"score_gpt":0.1839462308030735,"score_spread":0.1708946855460419,"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."}}