{"id":"W1567532132","doi":"10.15376/biores.10.3.4751-4767","title":"Aluminum-laminated Panels: Physical and Mechanical Properties","year":2015,"lang":"en","type":"article","venue":"BioResources","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Materials science; Composite material; Aluminium","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001677332,0.0001470571,0.000188038,0.00004243846,0.0000769058,0.0001341849,0.0002353863,0.00006454811,0.00002046398],"category_scores_gemma":[0.00009800018,0.00009839608,0.00003124952,0.0001021848,0.000182136,0.0001641223,0.0002046262,0.00008798887,0.0002003492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002323164,"about_ca_system_score_gemma":0.00002004329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006020578,"about_ca_topic_score_gemma":0.000001462372,"domain_scores_codex":[0.9989992,0.00006593571,0.0001394705,0.0002594411,0.0002887954,0.000247184],"domain_scores_gemma":[0.9994864,0.00004308456,0.00005151394,0.00018199,0.00006434181,0.0001726909],"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":[0.00005436832,0.0000185309,0.00004802843,0.00001230349,0.000004669905,0.000007264928,0.001283757,0.00000761075,0.9968219,0.0005156659,0.000223082,0.001002765],"study_design_scores_gemma":[0.0003076099,0.0001890496,0.0002011958,0.00002774728,0.00001575008,0.00002820969,0.0003011104,0.001829307,0.9916246,0.0004820411,0.004802327,0.0001910675],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984141,0.0004359182,0.00001428311,0.0002291413,0.0001106978,0.0001326626,0.000004358943,0.0001838793,0.0004749656],"genre_scores_gemma":[0.99871,0.000002553952,0.0005202884,0.00007721592,0.0001659258,0.00001099146,0.000002449884,0.00001356616,0.0004970551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005197368,"threshold_uncertainty_score":0.4012476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03683383240050321,"score_gpt":0.2417056393925356,"score_spread":0.2048718069920323,"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."}}