{"id":"W2404633220","doi":"10.1177/0021998315615407","title":"Flax and its thermoplastic biocomposites","year":2015,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Alberta Innovates","funders":"","keywords":"Materials science; Composite material; Polypropylene; Differential scanning calorimetry; Compression molding; Maleic anhydride; Scanning electron microscope; Thermoplastic; Molding (decorative); Crystallization; Glass fiber; Fiber; Polyamide; Polymer; Mold; Chemical engineering; Copolymer","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":[],"consensus_categories":[],"category_scores_codex":[0.0008280373,0.0002420427,0.0005726503,0.000204168,0.00008724124,0.0003828115,0.0004420727,0.0000941583,0.0001951333],"category_scores_gemma":[0.00009883189,0.0001765853,0.00006789405,0.0001300906,0.00006873976,0.0006247842,0.0001895157,0.0001267035,0.0001836525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006394988,"about_ca_system_score_gemma":0.00007436311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006432867,"about_ca_topic_score_gemma":2.511586e-7,"domain_scores_codex":[0.9980111,0.0002047763,0.0008072956,0.0001747544,0.0005004911,0.0003016109],"domain_scores_gemma":[0.9982257,0.0001873583,0.0006466505,0.0001690579,0.0004494196,0.0003217519],"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":[0.0003825434,0.00002397029,0.00006839726,0.00002962977,0.00002631591,0.00005669301,0.000200287,0.0002001615,0.9979376,0.0005624586,0.0004440621,0.00006784179],"study_design_scores_gemma":[0.0009064894,0.0004292998,0.0004233013,0.0001296336,0.00006138877,0.0008381498,0.00002015091,0.00005628294,0.9950628,0.0007943175,0.001065338,0.0002128186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948012,0.002674232,0.0001213007,0.0002913729,0.001532586,0.0001565697,0.0000197876,0.00004397543,0.0003589788],"genre_scores_gemma":[0.996166,0.00004497884,0.003067951,0.0001353439,0.0004513725,0.000002132669,0.00000315514,0.00002571819,0.0001033696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002946651,"threshold_uncertainty_score":0.720094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057276309250421,"score_gpt":0.2556461722061154,"score_spread":0.2350734091136111,"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."}}