{"id":"W4394906558","doi":"10.48550/arxiv.2404.10663","title":"A note on inverting the dijoin of oriented graphs","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Mathematics; Combinatorics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002343134,0.001214374,0.001070342,0.001692971,0.001803468,0.002031685,0.002146396,0.001296602,0.007601109],"category_scores_gemma":[0.0106669,0.0007141145,0.001517597,0.002043927,0.006599724,0.009075572,0.005433544,0.008859984,0.001290871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494949,"about_ca_system_score_gemma":0.001401572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003000274,"about_ca_topic_score_gemma":0.003220162,"domain_scores_codex":[0.9981437,0.0004324852,0.0001165206,0.000388175,0.0006272886,0.0002918896],"domain_scores_gemma":[0.9917222,0.00558504,0.0003028087,0.001374682,0.0005419647,0.0004733899],"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":[0.00007674391,0.00009367543,0.001023303,0.0001696183,0.00001500792,0.0002488211,0.0005896376,0.002735285,0.004867759,0.9409178,0.008856667,0.04040566],"study_design_scores_gemma":[0.00003723814,0.0001022527,0.001023465,0.00005585115,0.00003236562,0.0004901072,0.0002765535,0.008431395,0.005508036,0.949046,0.03494213,0.000054624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1578963,0.0042469,0.5524751,0.01026795,0.002598636,0.0003011006,0.0006641492,0.001641929,0.269908],"genre_scores_gemma":[0.6312104,0.00641526,0.3221216,0.005820747,0.002392697,0.0005747331,0.001175786,0.001437829,0.02885092],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007601109,"threshold_uncertainty_score":0.02542824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06808779366377844,"score_gpt":0.2301999304195472,"score_spread":0.1621121367557688,"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."}}