{"id":"W2590783540","doi":"10.1002/pola.28527","title":"Advances in polymer precursors and bio‐based polymers synthesized from 5‐hydroxymethylfurfural","year":2017,"lang":"en","type":"article","venue":"Journal of Polymer Science Part A Polymer Chemistry","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"5-hydroxymethylfurfural; Polymer; Chemistry; Polymer science; Natural polymers; Furan; Organic chemistry; Nanotechnology; Biochemical engineering; Materials science; Catalysis; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005516259,0.0004262526,0.0006434366,0.0003722328,0.000372972,0.0003367547,0.001467572,0.0001864724,0.0003941379],"category_scores_gemma":[0.0001411491,0.0003929657,0.0002466505,0.0004556068,0.001389,0.001959021,0.0001913695,0.0004201822,0.00001179502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001714919,"about_ca_system_score_gemma":0.0002847697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001879719,"about_ca_topic_score_gemma":0.00001914972,"domain_scores_codex":[0.9970437,0.00003013259,0.0008010755,0.000487112,0.0009030337,0.0007349591],"domain_scores_gemma":[0.9977903,0.0001467588,0.0006130337,0.0008536733,0.00007042202,0.0005258527],"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":[0.00009527176,0.00005577376,0.007313516,0.00004603025,0.00004735969,0.00005271794,0.0002355052,0.00001014951,0.9669933,0.000005331501,0.00005873746,0.02508632],"study_design_scores_gemma":[0.001224675,0.00002823291,0.001015818,0.0002490638,0.00008621244,0.00004951784,0.0002469432,0.002471956,0.9938283,0.00001400854,0.0003400135,0.0004452482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9085263,0.08742168,0.00006007751,0.0005605986,0.0008967732,0.00006613363,0.00003872474,0.00005016379,0.002379548],"genre_scores_gemma":[0.9987801,0.0005280985,0.00006120834,0.00006268165,0.0002658714,0.000006143269,0.00000474031,0.00004177569,0.0002494206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09025376,"threshold_uncertainty_score":0.9998522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006523530990529826,"score_gpt":0.233014590188129,"score_spread":0.2264910591975991,"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."}}