{"id":"W4399544156","doi":"10.1007/s00493-024-00109-z","title":"List-Avoiding Orientations","year":2024,"lang":"en","type":"article","venue":"COMBINATORICA","topic":"Graph Labeling and Dimension Problems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mathematics; Combinatorics","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":[0.0004100134,0.0006569019,0.0005619325,0.001358523,0.002805404,0.004272297,0.001233471,0.00124015,0.02687562],"category_scores_gemma":[0.002327816,0.0005918688,0.0007179244,0.001996273,0.001387021,0.004303855,0.002205891,0.00267121,0.004564855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724338,"about_ca_system_score_gemma":0.0008407011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001989493,"about_ca_topic_score_gemma":0.003448679,"domain_scores_codex":[0.9993533,0.0001265459,0.00003002288,0.0001591875,0.0001392204,0.0001916133],"domain_scores_gemma":[0.9981691,0.0008061174,0.0001718678,0.0003468208,0.0002473868,0.0002588142],"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":[0.00009878261,0.00006610513,0.0007327495,0.00008199549,0.000007082876,0.00007437625,0.0002437271,0.001269953,0.002085731,0.9577428,0.01375184,0.02384495],"study_design_scores_gemma":[0.00002602035,0.00001268844,0.0004364925,0.00002745598,0.00001998927,0.0001721879,0.0002382965,0.005261777,0.002335327,0.9712924,0.0201636,0.00001372639],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3242802,0.0009780796,0.2188383,0.004788924,0.0004195296,0.0001562424,0.003042093,0.001524411,0.4459722],"genre_scores_gemma":[0.8013567,0.00127255,0.07963733,0.001131164,0.0003120277,0.0001801674,0.004221206,0.0007738855,0.111115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02687562,"threshold_uncertainty_score":0.08990788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00929819383538542,"score_gpt":0.2415265926093738,"score_spread":0.2322283987739884,"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."}}