{"id":"W6950506162","doi":"10.53159/pdm(iv).v3n3-4.053","title":"La Geometria delle Cupole
\\nGeodetiche","year":2021,"lang":"it","type":"article","venue":"Florence Research (University of Florence)","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cupola; STELLA (programming language); Cover (algebra)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001362068,0.0002954612,0.000590959,0.0009236312,0.0005683915,0.0001473903,0.0009565199,0.0003991644,0.01181269],"category_scores_gemma":[0.000533364,0.0003507508,0.0003245179,0.004359823,0.000827343,0.0005285504,0.0004856387,0.00107458,0.0004852739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002815258,"about_ca_system_score_gemma":0.0004585633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001321556,"about_ca_topic_score_gemma":0.0004578208,"domain_scores_codex":[0.996071,0.0006195195,0.0003284806,0.0006779775,0.001405468,0.0008975357],"domain_scores_gemma":[0.99692,0.0006185751,0.0001086045,0.0007060532,0.001247098,0.0003996514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004618449,0.0006782238,0.02614041,0.002206155,0.002628584,0.002737898,0.0268168,0.3695929,0.02924542,0.01000634,0.0559108,0.4735746],"study_design_scores_gemma":[0.002829819,0.0004693392,0.09327427,0.00116403,0.0004255324,0.00006401017,0.04019133,0.7924947,0.01464813,0.002225947,0.05061075,0.001602182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8543032,0.00668596,0.05165446,0.002069549,0.0009445151,0.0006084994,0.000390872,0.0002102115,0.0831327],"genre_scores_gemma":[0.9801798,0.01017055,0.005377987,0.000006846912,0.0001654509,6.039895e-7,0.0001822976,0.00002798149,0.003888418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4719724,"threshold_uncertainty_score":0.9998944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04273729155446224,"score_gpt":0.2723987826039947,"score_spread":0.2296614910495325,"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."}}