{"id":"W6960891700","doi":"10.14278/rodare.1878","title":"Data publication: Finite-element dynamic-matrix approach for propagating spin waves: Extension to mono- and multilayers of arbitrary spacing and thickness","year":2022,"lang":"en","type":"dataset","venue":"RODARE","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Extension (predicate logic); Spin (aerodynamics); Scheme (mathematics); Spin wave; Experimental data","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":[0.0004196613,0.0001769626,0.0002327676,0.00002979314,0.000272906,0.00009033798,0.0003473978,0.0001069534,0.0001807789],"category_scores_gemma":[0.0002982721,0.00008496022,0.00002917536,0.000216566,0.00002775446,0.00009245268,0.0005929116,0.0001415673,3.777547e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002055793,"about_ca_system_score_gemma":0.00001704088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001266519,"about_ca_topic_score_gemma":0.000121335,"domain_scores_codex":[0.9986098,0.00005035168,0.0003084292,0.0006280699,0.0002303077,0.0001730168],"domain_scores_gemma":[0.9991809,0.0001447321,0.0002444755,0.0002332429,0.0001198968,0.00007679546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001278508,0.0003018347,0.000408581,0.001215974,0.00008127308,0.000002066334,0.0003323811,0.0003410016,0.01763044,0.00003705978,0.8725085,0.107013],"study_design_scores_gemma":[0.0005116398,0.0007663842,0.01011079,0.0002296589,0.000136179,0.00001159225,0.006398422,0.04357323,0.0002598502,0.00008828337,0.9370933,0.0008207056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01959656,0.0004031271,0.000167748,0.0007335977,0.00005915558,0.001177284,0.9778377,0.00001682786,0.000007940653],"genre_scores_gemma":[0.008221994,0.0001127205,0.004988534,0.0001429318,0.00008456398,0.0001119098,0.9863057,0.000002333358,0.00002931051],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1061923,"threshold_uncertainty_score":0.3464577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04940517801131322,"score_gpt":0.2919958833526639,"score_spread":0.2425907053413506,"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."}}