{"id":"W2761304970","doi":"10.1007/s10965-017-1337-x","title":"Effect of molecular weight on the nucleation efficiency of poly(lactic acid) crystalline phases","year":2017,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Crystallization; Nucleation; Materials science; Crystallinity; Isothermal process; Chemical engineering; Kinetics; Phase (matter); Crystallography; Thermodynamics; Composite material; Chemistry; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00496565,0.0001279747,0.0003621712,0.0002231223,0.0004291598,0.0001361816,0.001086998,0.00006741293,0.0007703895],"category_scores_gemma":[0.001266603,0.00006380603,0.0001717299,0.0001265455,0.0006465826,0.000235486,0.0001292744,0.000299076,0.00001636135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002768498,"about_ca_system_score_gemma":0.0001320635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002368029,"about_ca_topic_score_gemma":0.000002943356,"domain_scores_codex":[0.9968545,0.0009079837,0.0005057749,0.0001414827,0.001280992,0.0003092205],"domain_scores_gemma":[0.9975212,0.0007904789,0.0006811142,0.0006157265,0.0003032563,0.00008818186],"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":[0.0009392888,0.0001549685,0.0001401184,0.00007150187,0.00002979107,0.00001232141,0.0001815414,2.421585e-7,0.9560431,0.0004343813,0.0002078728,0.04178493],"study_design_scores_gemma":[0.0004289359,0.002110032,0.0001184654,0.0002527956,0.00003363055,0.00001576613,0.00006711381,0.00005128267,0.9966511,0.00005347547,0.000154408,0.00006305257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401898,0.05552464,0.00009291925,0.002291232,0.0002187347,0.0001099061,0.00001026327,0.000003370058,0.001559097],"genre_scores_gemma":[0.9994048,0.0001483347,0.00003443813,0.0000206853,0.0001453016,0.000003529884,1.744745e-7,0.00001540545,0.0002273605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05921493,"threshold_uncertainty_score":0.8435224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05502480034534824,"score_gpt":0.3533919836089416,"score_spread":0.2983671832635933,"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."}}