{"id":"W4413038910","doi":"10.5254/rct.25.00007","title":"DEVULCANIZATION FOR RUBBER SUSTAINABILITY—A CASE STUDY","year":2025,"lang":"en","type":"article","venue":"Rubber Chemistry and Technology","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Windsor Clinical Research","funders":"","keywords":"Natural rubber; Materials science; Composite material; Elastomer; Forensic engineering; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00004922038,0.00009787707,0.0001122578,0.00004703578,0.0000912148,0.00002002871,0.00005990234,0.0001536055,0.00001478827],"category_scores_gemma":[0.00006681982,0.0001028385,0.00001108218,0.0002363763,0.00003419822,0.00003888359,0.00003593058,0.00009014211,2.348377e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004554227,"about_ca_system_score_gemma":0.00002031768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008783764,"about_ca_topic_score_gemma":0.000005953458,"domain_scores_codex":[0.9995447,0.000002202734,0.0001244586,0.0001701436,0.00002390359,0.0001346163],"domain_scores_gemma":[0.9996883,0.00002156498,0.00001460007,0.0001609639,0.00009712605,0.00001745695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000188459,0.002028155,0.171447,0.02995696,0.001615642,0.001698692,0.004250858,0.1140973,0.01769087,0.0214363,0.006519448,0.6290703],"study_design_scores_gemma":[0.005609966,0.0001879388,0.0006164346,0.0001163465,0.0004216816,0.001186171,0.02688267,0.147951,0.7158152,0.06259728,0.03717054,0.00144477],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567752,0.0002083963,0.04108328,0.0002909232,0.00004325671,0.0003366035,0.000003164785,0.0004688152,0.000790377],"genre_scores_gemma":[0.9986647,0.0000124646,0.0006256084,0.000008712302,0.00001475024,0.0001269034,0.000007513865,0.0000109798,0.0005283637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6981243,"threshold_uncertainty_score":0.4193633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00285994109404705,"score_gpt":0.2198421339178108,"score_spread":0.2169821928237637,"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."}}