{"id":"W4224237201","doi":"10.1117/12.2628084","title":"Complex number and point-set topology","year":2022,"lang":"en","type":"article","venue":"International Conference on Statistics, Applied Mathematics, and Computing Science (CSAMCS 2021)","topic":"Constraint Satisfaction and Optimization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Topology (electrical circuits); Set (abstract data type); Point (geometry); Euler characteristic; Computer science; Euler's formula; Path (computing); Mathematics; Contradiction; Set theory; Theoretical computer science; Discrete mathematics; Pure mathematics; Combinatorics; Geometry","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":[0.00122575,0.0005832879,0.000589588,0.002201343,0.001230604,0.003717964,0.0008584302,0.001072458,0.004936493],"category_scores_gemma":[0.004232448,0.0002674795,0.0005919472,0.001906437,0.005251625,0.007903283,0.002299355,0.002299467,0.001016257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101353,"about_ca_system_score_gemma":0.0005811185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004991041,"about_ca_topic_score_gemma":0.0002765099,"domain_scores_codex":[0.9987057,0.000391428,0.00008040068,0.0003289447,0.0004041322,0.00008935262],"domain_scores_gemma":[0.9979386,0.001044333,0.0002648141,0.0002312915,0.0003565862,0.0001644582],"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":[0.000003516817,0.000002450699,0.00008146073,0.00002359172,0.000002972929,0.00003391155,0.00006141326,0.0002926835,0.0002931945,0.9948261,0.0006591732,0.003719471],"study_design_scores_gemma":[0.000004357251,0.00001362543,0.0002588805,0.00002041429,0.000004291969,0.0001971765,0.00006763046,0.002465474,0.000438579,0.9719925,0.02452553,0.00001152449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09302332,0.02458674,0.6824544,0.01290254,0.001867069,0.000107727,0.0007759497,0.0002276343,0.1840546],"genre_scores_gemma":[0.8097449,0.01392122,0.1488858,0.001812869,0.00214971,0.0003230534,0.0007775485,0.0001570838,0.02222791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004936493,"threshold_uncertainty_score":0.01651418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04288556515571677,"score_gpt":0.3101034692571899,"score_spread":0.2672179041014731,"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."}}