{"id":"W4404146793","doi":"10.1002/cjce.25548","title":"Computational approach for copolymerization of lactide with lactone ( <scp>5HDON</scp> ) inimer","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Human Resource Development; Ministry of Education, India","keywords":"Copolymer; Lactone; Lactide; Chemistry; Stereochemistry; Organic chemistry; Polymer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000478564,0.0004738453,0.0007086793,0.00054887,0.0004392793,0.0007476214,0.0006666674,0.001080101,0.002408948],"category_scores_gemma":[0.0009954063,0.0004087994,0.000735583,0.000355148,0.0003792334,0.0004334501,0.0004305852,0.0005254413,0.0001947684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000761357,"about_ca_system_score_gemma":0.001279994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101745,"about_ca_topic_score_gemma":0.008535743,"domain_scores_codex":[0.9999131,0.00002996036,0.000004226859,0.00001557421,0.00001736288,0.00001973837],"domain_scores_gemma":[0.9993861,0.0004617003,0.00004883841,0.00001817699,0.00005956535,0.00002559044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001898943,0.00002629666,0.000346689,0.00002158177,0.0000124933,0.0000322659,0.000005740151,0.9959623,0.0003665979,0.001334871,0.0001035838,0.001768638],"study_design_scores_gemma":[0.000002418924,0.000004496064,0.00003381104,9.612569e-7,0.000001635273,0.000001217336,0.000002127502,0.999699,0.00006502422,0.0001358114,0.00005289362,6.195017e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.617134,0.001024784,0.3551584,0.001046714,0.0001474834,0.0001840678,0.0006392409,0.0004496031,0.0242157],"genre_scores_gemma":[0.932963,0.0002604564,0.06083413,0.0001384839,0.00002663603,0.0002762904,0.0003019385,0.00006346376,0.005135741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0101745,"threshold_uncertainty_score":0.02023059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368652084199742,"score_gpt":0.1935763792214341,"score_spread":0.1798898583794367,"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."}}