{"id":"W2405774736","doi":"","title":"The digraphs from finite fields.","year":2011,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Finite field; Pure mathematics; Combinatorics","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":[0.0002415217,0.00009971192,0.00008377033,0.00003994513,0.0003133695,0.000117192,0.00127651,0.00005196292,0.00003264263],"category_scores_gemma":[0.00004721789,0.00007190434,0.00009885232,0.0003322557,0.0000746507,0.0002028951,0.0002184219,0.0001464318,0.00008278228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004614044,"about_ca_system_score_gemma":0.00001555212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006837949,"about_ca_topic_score_gemma":0.00001230455,"domain_scores_codex":[0.9992012,0.00008350899,0.0001324851,0.0002240151,0.0001404243,0.0002184075],"domain_scores_gemma":[0.9986103,0.0004604684,0.00005294762,0.0007738661,0.00003625704,0.000066181],"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":[0.000007812083,0.00003407285,0.002051292,4.733336e-7,0.00001977204,0.000005822502,0.0009068423,1.847601e-7,0.00001072329,0.9852602,0.00104065,0.01066209],"study_design_scores_gemma":[0.0001782011,0.00006569002,0.006455953,0.000006034521,0.00000466575,5.734409e-7,0.0000276302,0.0002317094,0.0008312603,0.984078,0.008012264,0.000107945],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8622785,0.001665613,0.03348972,0.001073443,0.01275108,0.0003008276,0.000005195185,0.0008421964,0.08759349],"genre_scores_gemma":[0.9985893,0.00005148171,0.001007585,0.000250948,0.000006894998,0.00001185868,6.840426e-7,0.000005093598,0.00007611638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1363109,"threshold_uncertainty_score":0.2932174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748991064636948,"score_gpt":0.2054092071188078,"score_spread":0.1879192964724383,"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."}}