{"id":"W2012387969","doi":"10.1002/mame.200300276","title":"Structure Property Correlation of Thermally Treated Hemp Fiber","year":2004,"lang":"en","type":"article","venue":"Macromolecular Materials and Engineering","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Micrograph; Composite material; Bast fibre; Fiber; Scanning electron microscope; Optical microscope; Inert gas; Raw material; Inert; Composite number; Cellulose fiber; 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":[],"consensus_categories":[],"category_scores_codex":[0.00006734966,0.0001550012,0.0002041995,0.00004627602,0.00003632781,0.00007106236,0.0001001616,0.00007925556,0.0003036077],"category_scores_gemma":[0.0000147873,0.0001059116,0.00002517201,0.00007544098,0.0000241842,0.0001215295,0.00005850289,0.00004646145,0.00001611813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002331387,"about_ca_system_score_gemma":0.0000103818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009789957,"about_ca_topic_score_gemma":6.696764e-7,"domain_scores_codex":[0.9992859,0.00001390746,0.0002244333,0.0001694961,0.0001233348,0.0001829304],"domain_scores_gemma":[0.9996981,0.000007755371,0.00006355408,0.0001482334,0.00003644294,0.00004588565],"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":[0.00002090106,0.000003730451,0.000005461594,0.00007687476,0.000009122533,0.00001218087,0.00007279244,0.016497,0.9829091,0.0002827651,0.000001696,0.0001083274],"study_design_scores_gemma":[0.0003355996,0.00004755965,0.0003955589,0.00007613887,0.0000159329,0.00004938492,0.000002556376,0.0002030118,0.9985473,0.00009648316,0.00008036405,0.0001500985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986157,0.0001399712,0.0006976041,0.00002419071,0.0001539732,0.0001620308,0.0000322425,0.00008152605,0.00009276917],"genre_scores_gemma":[0.9958419,0.000004980284,0.004000891,0.00001243465,0.00003240244,0.00000472435,0.00002365158,0.00002336809,0.0000556184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01629399,"threshold_uncertainty_score":0.4318949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003637014309573264,"score_gpt":0.1784800093823518,"score_spread":0.1748429950727785,"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."}}