{"id":"W206224183","doi":"","title":"Flexural strength of circular monopole flange connections.","year":2003,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Engineering Structural Analysis Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flexural strength; Magnetic monopole; Flange; Structural engineering; Geology; Geometry; Mathematics; Physics; Engineering","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"],"consensus_categories":[],"category_scores_codex":[0.0003810805,0.0002293293,0.0004337213,0.0003385806,0.000144007,0.00001154466,0.0003557641,0.0001951375,0.0006317559],"category_scores_gemma":[0.0001230068,0.0002864052,0.0002679352,0.0006642436,0.0001231989,0.0003778361,0.00005409875,0.0003412039,0.00003831468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389714,"about_ca_system_score_gemma":0.00002437009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005022723,"about_ca_topic_score_gemma":0.00004474304,"domain_scores_codex":[0.9987633,0.0001371756,0.000231859,0.0002535588,0.0002976698,0.0003164284],"domain_scores_gemma":[0.9990886,0.00009811966,0.00009929616,0.0004509503,0.0001137063,0.0001493017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001098198,0.000178311,0.2302347,0.001167354,0.002204348,0.00009300245,0.003561241,0.1222757,0.6226925,0.01068722,0.0007332417,0.006062509],"study_design_scores_gemma":[0.004435475,0.0002836162,0.4993079,0.0002908142,0.001057233,0.0001044952,0.004096656,0.02108426,0.4428448,0.003173237,0.02108283,0.002238742],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927032,0.0004969992,0.002866735,0.00003000408,0.0002455107,0.0001060593,0.00003176681,0.0001818017,0.003337903],"genre_scores_gemma":[0.9880532,0.0000389094,0.01118987,0.000005901421,0.00002266271,3.179117e-7,0.00001685633,0.00003157478,0.0006407188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2690732,"threshold_uncertainty_score":0.9999588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150104364045895,"score_gpt":0.2127869821954986,"score_spread":0.1977765457909091,"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."}}