{"id":"W4405364433","doi":"10.1137/23m1548591","title":"On the Parameterized Complexity of Deletion to \\(\\boldsymbol{\\mathcal{H}}\\)-Free Strong Components","year":2024,"lang":"en","type":"article","venue":"SIAM Journal on Discrete Mathematics","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Horizon 2020 Framework Programme","keywords":"Parameterized complexity; Mathematics; Combinatorics; Discrete mathematics","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":[0.002915774,0.0018577,0.002392875,0.001914053,0.003497928,0.009653704,0.006373549,0.003319115,0.03026978],"category_scores_gemma":[0.03000698,0.001520568,0.002835609,0.003488554,0.004916185,0.02126672,0.007205782,0.006737359,0.003045248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005557175,"about_ca_system_score_gemma":0.003985129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005197628,"about_ca_topic_score_gemma":0.005810036,"domain_scores_codex":[0.9951207,0.001170922,0.0002592311,0.001137564,0.001213411,0.001098095],"domain_scores_gemma":[0.9602979,0.03039157,0.002077071,0.004232249,0.001439881,0.001561419],"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":[0.001633896,0.0004752342,0.006220725,0.0006450961,0.0001811617,0.000336228,0.001648335,0.1139377,0.00606517,0.8031886,0.02171786,0.04394987],"study_design_scores_gemma":[0.0001789662,0.00006410899,0.001118215,0.00005866551,0.0001356198,0.0001873044,0.0003162073,0.1350775,0.003361435,0.8558941,0.003553972,0.00005390411],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6743307,0.0008953323,0.2516474,0.008356266,0.000304863,0.0003894597,0.004315004,0.003042706,0.0567182],"genre_scores_gemma":[0.9256724,0.0005656969,0.04379869,0.001064181,0.0003004761,0.0003903679,0.004389104,0.002182717,0.02163636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03026978,"threshold_uncertainty_score":0.1012625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08969256280258837,"score_gpt":0.339288395821788,"score_spread":0.2495958330191997,"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."}}