{"id":"W2027428189","doi":"10.1002/mame.201190015","title":"Macromol. Mater. Eng. 9/2011","year":2011,"lang":"en","type":"article","venue":"Macromolecular Materials and Engineering","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Materials science; Shearing (physics); Polyester; Extrusion; Plastics extrusion; Polymer science; Composite material; Environmentally friendly","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003173966,0.0002612688,0.0003001645,0.0000658295,0.0001162775,0.0001722183,0.0002128254,0.0001028405,0.004410814],"category_scores_gemma":[0.00001346147,0.0002166362,0.00004158134,0.00004100251,0.00005677847,0.0001555503,0.0001470849,0.00005482263,0.0003246511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001135928,"about_ca_system_score_gemma":0.000009261596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004330395,"about_ca_topic_score_gemma":0.000001941867,"domain_scores_codex":[0.998742,0.00004608524,0.0002951226,0.0003388742,0.0001392105,0.0004386831],"domain_scores_gemma":[0.9994963,0.00001078426,0.00005536467,0.0002904623,0.00002290322,0.0001241685],"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":[0.0000262749,0.00001772391,0.00002173909,0.0001031424,0.00001353365,0.00005117901,0.0003805711,5.426942e-7,0.9973572,0.0008658919,0.00004221416,0.001119939],"study_design_scores_gemma":[0.0001358327,0.00004768144,0.0006636538,0.00004475021,0.00002253226,0.00008842769,0.00002532224,0.00003878259,0.9971412,0.00009343982,0.001385859,0.0003124785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993524,0.003795448,0.0008424508,0.00003420277,0.0006747562,0.0001024834,0.00004168912,0.0002108345,0.0007741373],"genre_scores_gemma":[0.9939192,0.000104201,0.005593043,0.00007532971,0.00008121387,0.00003817954,0.000004806717,0.00005181765,0.000132194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004750592,"threshold_uncertainty_score":0.9964993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635411485776681,"score_gpt":0.1796811426060931,"score_spread":0.1633270277483262,"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."}}