{"id":"W4392813486","doi":"10.20944/preprints202403.0739.v1","title":"Application of Waste Tire in Construction: A Road Towards Sustainability and Circular Economy","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; National Research Council Canada","funders":"","keywords":"Circular economy; Sustainability; Business","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"],"consensus_categories":[],"category_scores_codex":[0.001544908,0.0004068972,0.000577192,0.0008091333,0.00006685386,0.0001386417,0.0005264984,0.0003055767,0.0002019287],"category_scores_gemma":[0.0002835446,0.0004670757,0.00016847,0.0005393096,0.0002499894,0.0003418857,0.005992925,0.0007271937,0.0001355779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005879403,"about_ca_system_score_gemma":0.0002342608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007997259,"about_ca_topic_score_gemma":0.00005155925,"domain_scores_codex":[0.9971969,0.00004253551,0.0007904276,0.001294113,0.0002823942,0.000393626],"domain_scores_gemma":[0.9977297,0.00001919135,0.0004738935,0.001238649,0.0005138206,0.00002475356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006853798,0.0001725905,0.8400552,0.03129037,0.0002225701,0.00005440291,0.0005285958,0.00433059,0.00005519226,0.0408757,0.00005206787,0.08229414],"study_design_scores_gemma":[0.001011162,0.000007678491,0.3887938,0.0004687654,0.0003770354,0.000006692999,0.01271271,0.05245643,0.0004439979,0.504609,0.03796814,0.001144549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960448,0.0003350521,0.0002602288,0.002741251,0.0003782416,0.002474629,0.000004536627,0.000187233,0.03317083],"genre_scores_gemma":[0.9982091,0.00002675998,0.00006138623,0.0001504799,0.0004504653,0.0007324782,0.00005155432,0.00004496102,0.0002728766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4637333,"threshold_uncertainty_score":0.9997781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02972007604258898,"score_gpt":0.281420889177106,"score_spread":0.251700813134517,"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."}}