{"id":"W6948091797","doi":"10.48336/hdph-fw77","title":"The watchman's walk problem on directed graphs.","year":2021,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Wood and Agarwood Research","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bipartite graph; Directed graph; Guard (computer science); Graph; Random walk; Self-avoiding walk","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001074658,0.0004158086,0.0004702684,0.0005703325,0.005310571,0.0004873975,0.002266145,0.0004880252,0.0004084188],"category_scores_gemma":[0.0004087593,0.000390755,0.0004703512,0.002460147,0.001077922,0.0004838892,0.00140888,0.002186491,0.0002001615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249104,"about_ca_system_score_gemma":0.001686494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008175,"about_ca_topic_score_gemma":0.0004120214,"domain_scores_codex":[0.9931788,0.00143755,0.0003092213,0.001252709,0.002271389,0.001550338],"domain_scores_gemma":[0.9945111,0.001577456,0.0001480008,0.001399384,0.00163714,0.0007269003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01751248,0.002323526,0.002302713,0.0005056399,0.001846283,0.05263437,0.001582671,0.0001684371,0.6178415,0.1315616,0.1625373,0.009183415],"study_design_scores_gemma":[0.004003055,0.000271012,0.0001570496,0.0001340335,0.00008386722,0.00005357256,0.005137694,0.00007994029,0.1852772,0.0007382252,0.80351,0.0005543213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4354045,0.00009660042,0.000006427285,0.001296423,0.003402375,0.0003845097,0.00005611639,0.0004796569,0.5588734],"genre_scores_gemma":[0.5603881,0.0006426402,0.0001322372,0.00001425273,0.004895692,0.000001514819,0.0000864896,0.00007234011,0.4337667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6409727,"threshold_uncertainty_score":0.9998544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02189021238942518,"score_gpt":0.2451069136569873,"score_spread":0.2232167012675622,"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."}}