{"id":"W1975951981","doi":"10.1007/s00454-006-1279-2","title":"Incidence Theorems for Pseudoflats","year":2007,"lang":"en","type":"article","venue":"Discrete & Computational Geometry","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Bounded function; Class (philosophy); Algebraic number; Combinatorics; Incidence (geometry); Discrete mathematics; Type (biology); Degree (music); Computer science; Artificial intelligence; Geometry","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":[0.001347081,0.0002285846,0.0002107182,0.0005558614,0.0003546758,0.0002201852,0.0007330545,0.00009408936,0.00003126231],"category_scores_gemma":[0.0002396445,0.0002276325,0.0001709504,0.001464057,0.00007235399,0.0007340618,0.0001925546,0.0001413466,0.00007805355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008265236,"about_ca_system_score_gemma":0.000149939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000631868,"about_ca_topic_score_gemma":0.000004586859,"domain_scores_codex":[0.9977082,0.00004269429,0.0005014407,0.0005975704,0.000681425,0.0004686881],"domain_scores_gemma":[0.9975867,0.001217925,0.0001893617,0.0003258276,0.0004843591,0.0001957891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000495943,0.00007973391,0.0008508582,0.00002728757,0.00004702,0.00001120395,0.0002736288,0.1228095,0.0005704392,0.8165784,0.002185907,0.05651639],"study_design_scores_gemma":[0.001171315,0.0002689645,0.06001166,0.00002959685,0.00001639453,0.00009733663,0.00005702843,0.4918649,0.002368383,0.4293885,0.01402009,0.0007058437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05613022,0.0002239501,0.9399579,0.0007287037,0.000731335,0.0003576302,0.00001806642,0.0002022188,0.001649995],"genre_scores_gemma":[0.7492218,0.000002896231,0.24896,0.001055356,0.000308071,0.00002205274,0.0001431157,0.00001408106,0.0002725882],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6930916,"threshold_uncertainty_score":0.9282586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317556192132462,"score_gpt":0.290460092446404,"score_spread":0.2772845305250794,"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."}}