{"id":"W2801982694","doi":"10.1002/marc.200790018","title":"Macromol. Rapid Commun. 9/2007","year":2007,"lang":"en","type":"article","venue":"Macromolecular Rapid Communications","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cover (algebra); Polymer science; Polymer; Nanotechnology; Materials science; Polymer chemistry; Composite material; Engineering; Mechanical 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002043431,0.0003014534,0.0003374199,0.0001553412,0.001149887,0.0002154257,0.002861595,0.0001601157,0.003007959],"category_scores_gemma":[0.00009714453,0.0002756492,0.0001936619,0.000366292,0.0006471304,0.0001919612,0.0009603002,0.0003672881,0.001226663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000670218,"about_ca_system_score_gemma":0.00006854402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004665144,"about_ca_topic_score_gemma":0.0001074764,"domain_scores_codex":[0.9974323,0.0004994277,0.0006313566,0.0003664086,0.0003790307,0.0006914876],"domain_scores_gemma":[0.9950289,0.0003294769,0.0001969551,0.004125585,0.0001493818,0.0001697589],"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":[0.00005718282,0.0003643552,0.00007777601,0.00002525624,0.00005405879,0.000022553,0.0008002389,4.707375e-7,0.7727911,0.006846942,0.002811493,0.2161486],"study_design_scores_gemma":[0.0002766166,0.00006661836,0.0002938054,0.00003907443,0.00003876335,0.00006001748,0.0002860771,0.00009821626,0.7063288,0.00040086,0.2917497,0.0003614133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1666261,0.4734459,0.03093175,0.01473343,0.001963531,0.001392902,0.0002434478,0.001617806,0.3090451],"genre_scores_gemma":[0.9704283,0.001372862,0.02580842,0.00159515,0.00005773479,0.00006305211,0.00006069255,0.00006047321,0.0005532482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8038023,"threshold_uncertainty_score":0.9999695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03207280792842572,"score_gpt":0.2653357859463451,"score_spread":0.2332629780179194,"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."}}