{"id":"W2989342154","doi":"10.1002/mren.200990021","title":"Macromol. React. Eng. 9/2009","year":2009,"lang":"en","type":"article","venue":"Macromolecular Reaction Engineering","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Waterloo","funders":"","keywords":"Montmorillonite; Nanocomposite; Polyethylene; Polymerization; Polymer chemistry; Materials science; Cover (algebra); Polymer science; Polymer; Morphology (biology); Phase (matter); In situ polymerization; Chemical engineering; Chemistry; Composite material; Geology; Organic chemistry","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":[0.0002637813,0.0002309713,0.0002173678,0.0001125604,0.0001237216,0.000125514,0.0002098935,0.0001085859,0.0002122572],"category_scores_gemma":[0.0000564459,0.0002122401,0.0001026009,0.0001775909,0.00001870319,0.0002432207,0.0000250945,0.0001710298,0.0003064425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005795019,"about_ca_system_score_gemma":0.00001839774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008322571,"about_ca_topic_score_gemma":0.000001453811,"domain_scores_codex":[0.9986897,0.00003490716,0.0002623227,0.0003366608,0.00026711,0.0004093631],"domain_scores_gemma":[0.9993773,0.00002143719,0.00006693258,0.000373387,0.00003820853,0.0001227862],"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":[0.00001425641,0.00003359924,0.000003028001,0.00001057005,0.000006868413,0.00003686058,0.00006599601,0.00005305102,0.9717211,0.0003970185,0.0001770496,0.0274806],"study_design_scores_gemma":[0.0001364007,0.0000618531,0.0004193695,0.00003883667,0.0000173815,0.000115956,0.00001498604,0.001172275,0.968192,0.0000524407,0.02949785,0.0002807028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96087,0.008847293,0.01933211,0.00114794,0.001136723,0.0002491835,0.00001950366,0.00112093,0.007276351],"genre_scores_gemma":[0.9966519,0.00005307984,0.00255601,0.0002306938,0.0001480917,0.00001287958,0.000007474932,0.00003054165,0.0003092573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03578201,"threshold_uncertainty_score":0.8654901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008737460127941063,"score_gpt":0.1983697841391461,"score_spread":0.189632324011205,"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."}}