{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181901,0.00007613134,0.0001939805,0.0003162803,0.0002475051,0.00009477492,0.0003970798,0.00002587671,0.0001010341],"category_scores_gemma":[0.0003539156,0.00005159306,0.00003414667,0.0009258611,0.0008664269,0.0006786175,0.00008146141,0.0000640821,0.00001420545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001012728,"about_ca_system_score_gemma":0.0004119651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005544224,"about_ca_topic_score_gemma":0.000004647102,"domain_scores_codex":[0.9987543,0.00003170932,0.000388868,0.0001338779,0.0004637477,0.0002274647],"domain_scores_gemma":[0.9990349,0.0001646905,0.0003384,0.0001239273,0.0002272389,0.0001108687],"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":[0.00001361783,0.00001675802,0.000682928,0.00004655818,0.000003414519,0.000003882474,0.0007630105,5.73798e-7,0.991578,0.0002823633,0.0001490536,0.006459786],"study_design_scores_gemma":[0.00008539179,0.00008973929,0.001087888,0.0001387771,0.00001347278,0.00006537718,0.0007488428,0.0000386522,0.9972932,0.0002901499,0.00008098831,0.00006754678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709898,0.02726148,0.00005846745,0.0008091663,0.0004068495,0.00002332945,0.00001153514,0.00001739183,0.0004220431],"genre_scores_gemma":[0.9990668,0.000292767,0.0002742143,0.00006029648,0.00005931145,0.000001156863,1.029789e-7,0.000005067463,0.0002403009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02807705,"threshold_uncertainty_score":0.3192386,"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."}}