{"id":"W2117152550","doi":"10.1016/j.disc.2010.03.019","title":"Strong embeddings of minimum genus","year":2010,"lang":"en","type":"article","venue":"Discrete Mathematics","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"American Roentgen Ray Society","keywords":"Genus; Mathematics; Combinatorics; Biology; Zoology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001609765,0.0001123246,0.0001902446,0.00004818935,0.00002294623,0.0000154275,0.0001633844,0.00007089665,0.0001110771],"category_scores_gemma":[0.0000261415,0.00009879909,0.0000778789,0.00008506987,0.00004678821,0.00005675328,0.00001819439,0.0001373047,0.00004061971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003759747,"about_ca_system_score_gemma":0.000003743117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000115657,"about_ca_topic_score_gemma":0.000003137528,"domain_scores_codex":[0.999395,0.000006298745,0.0002551046,0.00007003349,0.0001171964,0.0001564038],"domain_scores_gemma":[0.9995422,0.00005005385,0.00005026546,0.0002868373,0.00002070138,0.00004991687],"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":[0.00000645249,0.00008021524,0.0005038069,0.002194069,0.0002007955,0.000008767173,0.01071488,0.0008797506,0.35584,0.6266569,0.001355583,0.001558798],"study_design_scores_gemma":[0.001795415,0.0002038638,0.0009335996,0.0007922224,0.0003389444,0.0001780894,0.01334044,0.4399856,0.3824654,0.1413174,0.0164868,0.002162237],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960391,0.00004125838,0.005933017,0.000005048483,0.0003979852,0.0001052958,0.0000173136,0.0001264732,0.03298264],"genre_scores_gemma":[0.9961263,0.000002221839,0.003600433,0.000002235545,0.00005117347,0.000008627748,0.000003430576,0.00002922315,0.0001763547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4853395,"threshold_uncertainty_score":0.402891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007247097993559703,"score_gpt":0.2175748913379048,"score_spread":0.2103277933443451,"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."}}