{"id":"W2964203300","doi":"10.2140/involve.2019.12.1423","title":"Total Roman domination edge-critical graphs","year":2019,"lang":"en","type":"article","venue":"Involve a Journal of Mathematics","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vertex (graph theory); Dominating set; Graph; Domination analysis; Minimum weight; Induced subgraph","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":[0.001231454,0.0001244123,0.0002835564,0.0003229351,0.00005799135,0.0001332997,0.0009331599,0.00006169469,0.00005284906],"category_scores_gemma":[0.0007135563,0.00009941051,0.0001800834,0.0004047399,0.00009894836,0.0009327509,0.0001874763,0.000330763,0.0001300108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004642731,"about_ca_system_score_gemma":0.00008141484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.497381e-7,"about_ca_topic_score_gemma":3.398923e-7,"domain_scores_codex":[0.9982257,0.00009314732,0.0005300409,0.000142701,0.0007355592,0.0002728905],"domain_scores_gemma":[0.9976498,0.001005012,0.0002755609,0.0004398579,0.0004776329,0.0001521606],"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":[0.0000143097,0.0003106428,0.0001773823,0.0001273841,0.00004114863,0.0000664602,0.001903158,0.00009671246,0.006249799,0.9868507,0.0003999111,0.003762367],"study_design_scores_gemma":[0.0006053186,0.0005365197,0.0001959449,0.0002085754,0.00001401358,0.0007237187,0.0004680091,0.01865672,0.004313548,0.9738347,0.0002710277,0.0001719304],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4034051,0.000437146,0.5929909,0.0005813424,0.0005741714,0.0001623095,0.000001112034,0.00003057608,0.001817355],"genre_scores_gemma":[0.7948999,0.00002286239,0.2047401,0.00006480179,0.00006077591,0.000001972356,2.175823e-7,0.00001380911,0.0001955887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3914948,"threshold_uncertainty_score":0.4053843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274430333614509,"score_gpt":0.3056893795917034,"score_spread":0.2829450762555584,"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."}}