{"id":"W2146559036","doi":"10.1186/s13663-015-0329-y","title":"Topological fixed point theory and applications to variational inequalities","year":2015,"lang":"en","type":"article","venue":"Fixed Point Theory and Applications","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"King Abdulaziz University","keywords":"Algorithm; Artificial intelligence; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001803884,0.0008019162,0.0007363184,0.002175585,0.0008401425,0.001934065,0.001147385,0.001098822,0.007538749],"category_scores_gemma":[0.004106408,0.0003070649,0.001499531,0.001304671,0.002793557,0.002180132,0.002198274,0.002418417,0.0005177201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002060872,"about_ca_system_score_gemma":0.0008510647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003045458,"about_ca_topic_score_gemma":0.001805391,"domain_scores_codex":[0.9990226,0.0004437642,0.00004491042,0.0001471551,0.0002470398,0.00009457093],"domain_scores_gemma":[0.9986733,0.0007028543,0.0001399673,0.00009010213,0.0002819915,0.00011177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004168891,0.00000236517,0.00004607254,0.00002651305,0.000008246544,0.0000289812,0.0000329919,0.009323903,0.0002968337,0.9866149,0.0004916571,0.003123468],"study_design_scores_gemma":[0.000006949745,0.00002163535,0.00007647181,0.00002339233,0.00000755173,0.00004312107,0.00005036112,0.1178918,0.0002339738,0.8755246,0.006112589,0.000007590727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02000877,0.001255638,0.9459496,0.001551963,0.0002611865,0.00004539134,0.0001701798,0.0001051614,0.03065206],"genre_scores_gemma":[0.7846328,0.003212899,0.176962,0.0007013525,0.0008241454,0.0002944339,0.0005355618,0.0002039105,0.0326329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007538749,"threshold_uncertainty_score":0.02521956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700510599621227,"score_gpt":0.2798906349390198,"score_spread":0.2528855289428075,"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."}}