{"id":"W2891107216","doi":"10.1002/pola.29237","title":"Hydrophobic and Melt Processable Starch‐Laurate Esters: Synthesis, Structure–Property Correlations","year":2018,"lang":"en","type":"article","venue":"Journal of Polymer Science Part A Polymer Chemistry","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Starch; Polymer; Chemical engineering; Lauric acid; Materials science; Thermal stability; Plasticizer; Dynamic mechanical analysis; Thermoplastic; Polymer chemistry; Solubility; Organic chemistry; Fatty acid; Chemistry; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001038747,0.0003875414,0.0005456485,0.0001759922,0.000990216,0.0005760757,0.001140515,0.000151034,0.002280043],"category_scores_gemma":[0.0002087336,0.0002366682,0.000115658,0.0006699482,0.003200841,0.001476944,0.0002543072,0.0003249016,0.00004607063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008689775,"about_ca_system_score_gemma":0.001012346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001686144,"about_ca_topic_score_gemma":0.00001180761,"domain_scores_codex":[0.9965143,0.00008734755,0.0008938619,0.0005924325,0.001084231,0.0008278421],"domain_scores_gemma":[0.9975996,0.0001348106,0.0007488522,0.000539365,0.0004297447,0.0005476555],"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":[0.0001390868,0.00006230982,0.0004707949,0.00005718626,0.00002308914,0.000008600323,0.0007690841,2.356343e-7,0.9911338,0.00001530898,0.0004554202,0.006865053],"study_design_scores_gemma":[0.0002586971,0.0001536793,0.00004768165,0.0002320747,0.00009159816,0.0004858011,0.0005443534,0.000196949,0.9965845,0.00005325914,0.0009780459,0.0003733876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622854,0.03364035,0.00005051,0.001243,0.0009073454,0.0000802677,0.00005264593,0.0000399025,0.001700584],"genre_scores_gemma":[0.9964023,0.0001241954,0.0002340779,0.0002308811,0.0007161368,0.000009080404,8.339599e-7,0.00003184065,0.002250606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03411696,"threshold_uncertainty_score":0.9995119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617182063053645,"score_gpt":0.2350961298815353,"score_spread":0.2189243092509988,"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."}}