{"id":"W4377138792","doi":"10.1002/pol.20230154","title":"Recycling of polyamides: Processes and conditions","year":2023,"lang":"en","type":"article","venue":"Journal of Polymer Science","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Polyamide; Automotive industry; Process engineering; Range (aeronautics); Sustainability; Polymer; Materials science; Computer science; Biochemical engineering; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009445552,0.0007757369,0.0006313692,0.001248306,0.0003125076,0.001129156,0.0005725103,0.0007455411,0.001234829],"category_scores_gemma":[0.0005832215,0.000319022,0.0006820458,0.001468832,0.0004274222,0.001396714,0.0005050508,0.0009172265,0.001513146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006415044,"about_ca_system_score_gemma":0.0005034567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008666192,"about_ca_topic_score_gemma":0.0004972407,"domain_scores_codex":[0.9991651,0.0001264888,0.0001107053,0.0002476175,0.0002628668,0.00008727721],"domain_scores_gemma":[0.9998277,0.00002760566,0.00005522573,0.00002431396,0.00005700862,0.000008115957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002942008,0.0002687052,0.001051465,0.008975203,0.00007139712,0.0003971768,0.0001723678,0.002582314,0.820757,0.005213624,0.001323369,0.1588932],"study_design_scores_gemma":[0.00001286829,0.0002651861,0.001729311,0.0003186225,0.00007178024,0.0007101247,0.00005431781,0.0009263782,0.9398426,0.000683879,0.0553303,0.00005458587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4232005,0.4553102,0.08607935,0.000521859,0.0005691629,0.0007276789,0.00175536,0.0006410632,0.03119474],"genre_scores_gemma":[0.7323939,0.1991178,0.05479765,0.000325606,0.0003468521,0.0005754622,0.002130168,0.000177375,0.01013514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001248306,"threshold_uncertainty_score":0.004995346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271133314752084,"score_gpt":0.2820373458119831,"score_spread":0.2493260126644623,"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."}}