{"id":"W2066234959","doi":"10.1016/j.tcs.2012.11.022","title":"Exploring an unknown dangerous graph using tokens","year":2012,"lang":"en","type":"article","venue":"Theoretical Computer Science","topic":"Optimization and Search Problems","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Computer science; Graph; Theoretical computer science; Combinatorics; Mathematics; Algorithm","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":[0.001974275,0.0001665933,0.0001572265,0.0002775882,0.0005911376,0.0005608813,0.002014869,0.00003310594,0.00002777809],"category_scores_gemma":[0.00004750168,0.0001404826,0.00004878044,0.001636814,0.001356492,0.005095819,0.0009766982,0.0001905626,0.00005315151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006336994,"about_ca_system_score_gemma":0.0000858961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005330885,"about_ca_topic_score_gemma":2.764486e-7,"domain_scores_codex":[0.9973745,0.0001706787,0.0002302152,0.0005145774,0.000738842,0.000971224],"domain_scores_gemma":[0.998123,0.00009523919,0.00004749752,0.0008270773,0.0001871396,0.0007200209],"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":[0.000001612069,0.00008302499,0.0001141012,0.000003177673,0.000001706853,0.000002630137,0.001508744,0.002381505,0.0005880435,0.9613906,0.000004227195,0.03392062],"study_design_scores_gemma":[0.000151125,0.0001377696,0.0005177679,0.00001802189,0.000003022117,0.00005469153,0.00001570766,0.978807,0.003025564,0.01669726,0.0002847624,0.000287264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08685297,0.00002261735,0.9097877,0.0002129738,0.0009421109,0.0001245202,4.013229e-7,0.0002700512,0.001786726],"genre_scores_gemma":[0.6227117,0.000006221144,0.3768174,0.000290924,0.0001593156,0.000004715627,3.670715e-7,0.000006497791,0.000002845183],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9764255,"threshold_uncertainty_score":0.5728713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472886519647449,"score_gpt":0.3144289435516493,"score_spread":0.1671402915869044,"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."}}