{"id":"W3096569464","doi":"10.1002/jgt.22939","title":"Strong 3‐Flow Conjecture for projective planar graphs","year":2023,"lang":"en","type":"article","venue":"Journal of Graph Theory","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Combinatorics; Planar graph; Conjecture; Discrete mathematics; Graph","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":[0.003294833,0.0001959363,0.0003493579,0.001280391,0.0002450164,0.00009871727,0.001416777,0.00009608501,0.000009735336],"category_scores_gemma":[0.0003985163,0.0001502569,0.0004313386,0.001735025,0.0002086705,0.000676617,0.0001097335,0.0004835865,0.00001213336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004123245,"about_ca_system_score_gemma":0.0001649086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.17608e-7,"about_ca_topic_score_gemma":0.000001755552,"domain_scores_codex":[0.9978337,0.0003765339,0.0004275476,0.0002850411,0.0005399375,0.0005372286],"domain_scores_gemma":[0.9972534,0.001373832,0.0003627092,0.0004366613,0.0003943054,0.0001791321],"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":[0.0003866474,0.00005112936,0.0002473909,0.00003119878,0.0001992302,0.0001043322,0.001100895,0.0007070097,0.001132512,0.9703829,0.002694183,0.02296253],"study_design_scores_gemma":[0.0009617083,0.0007141681,0.0006894136,0.00005177081,0.00001826233,0.0001410256,0.0004811806,0.00140652,0.001574404,0.9922836,0.001502054,0.0001759117],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03356355,0.0006148734,0.9625175,0.0008502415,0.0009635395,0.0005772836,0.00003507591,0.0001713567,0.0007065812],"genre_scores_gemma":[0.9236827,0.0002696639,0.07431705,0.0003715497,0.0004048366,0.00007526963,0.000007724262,0.00008035501,0.0007908088],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8901192,"threshold_uncertainty_score":0.61273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02859056793711908,"score_gpt":0.3156118466994186,"score_spread":0.2870212787622995,"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."}}