{"id":"W4396917302","doi":"10.1051/ro/2024108","title":"Graphs obtained by disjoint unions and joins of cliques and stable sets","year":2024,"lang":"en","type":"article","venue":"RAIRO. Operations research","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Joins; Disjoint sets; Combinatorics; Mathematics; Computer science; Programming language","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":[0.00194518,0.0001230253,0.0001715729,0.0006768386,0.000552098,0.0006048317,0.0004595448,0.00006492554,0.00004504741],"category_scores_gemma":[0.0002773292,0.0001048435,0.00003578932,0.001472106,0.0005970107,0.0009326616,0.0006431793,0.0004714959,0.00001607679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004894968,"about_ca_system_score_gemma":0.0002631194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001898547,"about_ca_topic_score_gemma":0.0001557085,"domain_scores_codex":[0.9976119,0.000536233,0.0002500921,0.0005275044,0.0006023397,0.0004719589],"domain_scores_gemma":[0.9982671,0.000586925,0.000008734253,0.0005486169,0.0003719332,0.0002167169],"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":[0.000009838061,0.00008422893,0.0002117174,0.0001018988,0.00003473373,0.00001587374,0.001486194,0.0001465819,0.02814978,0.9492649,0.003654281,0.01684],"study_design_scores_gemma":[0.001035412,0.001356619,0.002539838,0.0003760727,0.00001425778,0.0001049868,0.001316418,0.6302446,0.0425595,0.2819954,0.03771797,0.0007389515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6085132,0.01696456,0.341172,0.02156469,0.0002046031,0.002190361,0.0003562353,0.0005269864,0.008507444],"genre_scores_gemma":[0.9838368,0.00145441,0.01148566,0.00003010687,0.00001368334,0.0001056534,0.00001939381,0.00001875538,0.003035538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6672695,"threshold_uncertainty_score":0.5832406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04775747561777798,"score_gpt":0.394298531317709,"score_spread":0.346541055699931,"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."}}