{"id":"W6939317186","doi":"10.6084/m9.figshare.14222133.v1","title":"Influence of Fine Structure on the Variations of Thermal and Mechanical Properties in Flax Fibers Modified with Different Alkaline Treatment Conditions","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Crystallinity; Cellulose; Ultimate tensile strength; Absorption of water; Moisture; Thermal decomposition; Decomposition; Hydrogen bond","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001234384,0.0003678407,0.0001559258,0.0001758857,0.0001910382,0.0002079452,0.0001031951,0.0002992384,0.001069922],"category_scores_gemma":[0.0002167132,0.0001597996,0.0001766063,0.0001391183,0.0002419021,0.0003197479,0.0001106399,0.0003708242,0.0001026885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001667365,"about_ca_system_score_gemma":0.00008235066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000610485,"about_ca_topic_score_gemma":0.001311205,"domain_scores_codex":[0.9999129,0.00001046229,0.000007306729,0.00002734652,0.00002125658,0.00002083179],"domain_scores_gemma":[0.999833,0.0000416553,0.00006118749,0.000009669898,0.00003205067,0.00002247163],"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":[0.00004742172,0.000004040313,0.0002041736,0.0000175129,0.0000035563,0.00001746737,0.00001223563,0.00004343879,0.9991147,0.00001025228,0.000003128228,0.0005221561],"study_design_scores_gemma":[0.000003659972,0.0001058156,0.008788769,0.00000222615,0.00001176393,0.00005335403,0.0000267702,0.0002785213,0.9904113,0.00001639094,0.0002960072,0.000005367399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997993,0.0004616157,0.0009530041,0.00002051774,0.000006625011,0.00001043804,0.00006075763,0.00001775381,0.0004762402],"genre_scores_gemma":[0.9984768,0.0002249269,0.0007809646,0.00002132027,0.000003367144,0.00001242391,0.00007038828,0.000007416592,0.0004023065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001069922,"threshold_uncertainty_score":0.003579259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571522645577852,"score_gpt":0.2342718011256554,"score_spread":0.2085565746698769,"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."}}