{"id":"W2103726700","doi":"10.1002/pc.20418","title":"Surface and interface characterization of untreated and SMA Imide‐treated hemp fiber/acrylic composites","year":2009,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Composite material; Composite number; Fiber; Imide; Epoxy; SMA*; Polymer chemistry","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"],"consensus_categories":[],"category_scores_codex":[0.0001101458,0.0003880162,0.0005396532,0.0001523232,0.0001816154,0.0001992433,0.0002725854,0.0001333991,0.0001578303],"category_scores_gemma":[0.00001285438,0.0003455666,0.00005825952,0.0003347743,0.0002260014,0.0004855211,0.0001630049,0.0001460867,0.00004879142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003122734,"about_ca_system_score_gemma":0.0000162423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001844417,"about_ca_topic_score_gemma":0.0000031608,"domain_scores_codex":[0.9982055,0.0001179912,0.0005255057,0.0004961787,0.0002535564,0.0004012296],"domain_scores_gemma":[0.9988668,0.0002025066,0.0002845068,0.0003406815,0.0001278878,0.000177631],"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":[0.0001922446,0.00005065467,0.005928161,0.00004101616,0.00002814202,0.000004487791,0.0002894155,0.00003531804,0.9921987,0.0001952187,0.00001491383,0.001021742],"study_design_scores_gemma":[0.0006453468,0.0003205653,0.01919104,0.0001359907,0.00007147512,0.0000716661,0.00001354137,0.001502548,0.9775826,0.00005545184,0.000056214,0.0003535204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941354,0.004180617,0.0000994311,0.0004814641,0.00006594171,0.0003316195,0.00007544131,0.0002168202,0.0004133077],"genre_scores_gemma":[0.9976656,0.00009495632,0.001389647,0.0001153663,0.00003253045,0.000003110674,0.0001142171,0.00002721911,0.0005573783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01461605,"threshold_uncertainty_score":0.9998996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008855784608801235,"score_gpt":0.2334203382930896,"score_spread":0.2245645536842883,"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."}}