{"id":"W2113611626","doi":"10.1002/app.37843","title":"Morphology and properties of polystyrene/agave fiber composites and foams","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Crystallinity; Materials science; Composite material; Ultimate tensile strength; Fiber; Absorption of water; Polystyrene; Agave; Modulus; Polymer","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":[0.000683664,0.0001389008,0.0003095403,0.0002230633,0.0001521059,0.00008043545,0.0003901962,0.00005107695,0.00004668659],"category_scores_gemma":[0.00001307257,0.00009363885,0.00003284063,0.0002689004,0.001223467,0.0006873434,0.0002478367,0.0001371249,0.00001040639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002283809,"about_ca_system_score_gemma":0.00007420273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001960805,"about_ca_topic_score_gemma":2.659693e-7,"domain_scores_codex":[0.9985876,0.0000211449,0.00041917,0.0001565886,0.0004440545,0.000371423],"domain_scores_gemma":[0.9990264,0.00006593355,0.0004037954,0.0001615992,0.0001130732,0.0002292335],"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":[0.00008806446,0.00001782636,0.0004899206,0.00001868771,0.000006236439,0.000001206649,0.0007353952,0.000003309917,0.9951137,0.001917836,0.00001530417,0.001592539],"study_design_scores_gemma":[0.000263888,0.0001018905,0.001231848,0.00003686768,0.00002498645,0.0004048955,0.0000969211,0.00002914272,0.9975368,0.0001119865,0.00004497924,0.0001158446],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889991,0.009614871,0.00002048168,0.0001361993,0.0002140935,0.00007814296,0.00000184877,0.000008799679,0.0009264293],"genre_scores_gemma":[0.9964808,0.00002994579,0.00320305,0.0001200584,0.00008942827,0.000001412276,9.66506e-8,0.000007283364,0.00006799003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009584925,"threshold_uncertainty_score":0.4507916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128563210678355,"score_gpt":0.2290597655270083,"score_spread":0.2162034444591728,"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."}}