{"id":"W4399489739","doi":"10.1088/1742-6596/2767/8/082007","title":"The Petiole of the Miriti Palm: A sustainable material for wind turbine blades?","year":2024,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Soil Management and Crop Yield","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Palm; Petiole (insect anatomy); Ultimate tensile strength; Turbine blade; Composite material; Materials science; Environmental science; Horticulture; Turbine; Pulp and paper industry; Botany; Biology; Engineering; Mechanical engineering; Physics","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":[0.0002034444,0.00007360982,0.0001135419,0.00000412401,0.0001987473,0.0002806001,0.0003055029,0.00002583378,0.00007574171],"category_scores_gemma":[0.00003804189,0.00001958481,0.0001370045,0.00013693,0.0001287528,0.0002318244,0.00006752504,0.00008199571,0.000001055596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008730921,"about_ca_system_score_gemma":0.00003162734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002340284,"about_ca_topic_score_gemma":0.00003293191,"domain_scores_codex":[0.9994067,0.00002826979,0.0001914436,0.00006626379,0.0001561364,0.0001512078],"domain_scores_gemma":[0.9994406,0.0001320271,0.0001333263,0.00004031318,0.0002335151,0.00002024019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004637721,0.00009963832,0.00116603,0.0002575788,0.0001894625,0.00001245539,0.0008224658,0.00001306955,0.275601,0.5086207,0.01469096,0.1980629],"study_design_scores_gemma":[0.0002662084,0.001291605,0.03354368,0.0003257501,0.0001455141,0.00001610661,0.01498327,0.0000587293,0.368443,0.2977982,0.2828788,0.0002489895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890234,0.000189939,0.00002737246,0.009154439,0.0005166938,0.0001578912,0.00002105156,0.000008435671,0.0009008049],"genre_scores_gemma":[0.9961049,0.00009710997,0.00001227494,0.00003273406,0.0006311097,0.000003350329,0.000002449791,8.27159e-7,0.003115251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2681879,"threshold_uncertainty_score":0.2705833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158410856307542,"score_gpt":0.216884367712931,"score_spread":0.2010432820821768,"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."}}