{"id":"W2932471791","doi":"10.1177/0021998319839129","title":"In-situ damage assessment of a novel carbon/flax/epoxy hybrid composite under tensile and compressive loading","year":2019,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Victoria Hospital; Toronto Metropolitan University","funders":"","keywords":"Materials science; Composite material; Epoxy; Ultimate tensile strength; Tension (geology); Composite number; Compression (physics); Stiffness; Carbon fibers","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":[0.0007917505,0.0003557808,0.001264221,0.0004283311,0.00006506234,0.0002644161,0.000557143,0.0001053342,0.0002330307],"category_scores_gemma":[0.0000156459,0.0002945896,0.0001204572,0.0001856351,0.0001395976,0.0006915009,0.0003729057,0.0002799325,0.00001526926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512697,"about_ca_system_score_gemma":0.00009822792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009159373,"about_ca_topic_score_gemma":0.000001966598,"domain_scores_codex":[0.9968976,0.0002239365,0.001488119,0.0003153241,0.0006495247,0.0004254322],"domain_scores_gemma":[0.9972134,0.0003254838,0.00154358,0.0003755065,0.0003772199,0.000164757],"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":[0.0002552551,0.000110833,0.002037445,0.0001454169,0.00006221444,0.00006508255,0.0001581808,0.002443099,0.99419,0.0004868839,0.00003885273,0.000006749569],"study_design_scores_gemma":[0.002525761,0.0003303238,0.01932949,0.0006588311,0.00007288087,0.0005328322,0.00003981495,0.0005323833,0.9754126,0.0001799926,0.00007437114,0.0003107165],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961216,0.0003335581,0.0002448601,0.0002122678,0.001402581,0.0004156936,0.00004489292,0.00001722145,0.001207358],"genre_scores_gemma":[0.9913129,0.00002759827,0.008157419,0.0002039045,0.0001540523,0.000002953076,0.000007952211,0.00003638569,0.00009687844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01877739,"threshold_uncertainty_score":0.9999506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284915396435515,"score_gpt":0.2765744369532306,"score_spread":0.2637252829888754,"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."}}