{"id":"W2918205015","doi":"","title":"Kernels in tensor product of digraphs I.","year":2018,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Tensor product; Product (mathematics); Tensor (intrinsic definition); Pure mathematics; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002989713,0.00008435255,0.0002028567,0.0002948812,0.00003535188,0.0000282144,0.0008677995,0.00003494326,0.00004469101],"category_scores_gemma":[0.0002475082,0.00006492306,0.00005817725,0.002716536,0.0001280235,0.0002360298,0.0002577325,0.00007466065,0.00007407445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001191091,"about_ca_system_score_gemma":0.00001974128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001559884,"about_ca_topic_score_gemma":0.00001173473,"domain_scores_codex":[0.9989719,0.00004959408,0.000230758,0.0003278632,0.000210349,0.0002094942],"domain_scores_gemma":[0.9990717,0.0000729184,0.00008132353,0.0006087968,0.0001115728,0.00005370982],"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":[0.000004957712,0.0002574186,0.07152157,0.000005820939,0.00002139464,0.00001012986,0.0001670329,0.0000019555,0.0002602834,0.9113864,0.001566082,0.0147969],"study_design_scores_gemma":[0.0005297478,0.0003204522,0.2647584,0.00001347669,0.000009642969,0.000003563548,0.00001814083,0.0008932135,0.00786615,0.7210165,0.004371374,0.0001993756],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993822,0.0001789744,0.001064298,0.0006685814,0.0007439149,0.00009471703,0.000003531331,0.0000604085,0.003363603],"genre_scores_gemma":[0.9982601,0.00001426998,0.001441709,0.00007150152,0.00000784936,0.000004206222,0.000001549776,0.000002441829,0.000196326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1932368,"threshold_uncertainty_score":0.2647485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145818715489182,"score_gpt":0.248004087021771,"score_spread":0.2334222154728528,"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."}}