{"id":"W4318819259","doi":"10.1090/nml/054/09","title":"Uniform random Hex","year":2022,"lang":"en","type":"book-chapter","venue":"Anneli Lax new mathematical library","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Statistical physics; Physics","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002492928,0.0008254416,0.001487746,0.0001911811,0.0002244933,0.0001590185,0.0009047069,0.0005195299,0.09514821],"category_scores_gemma":[0.0008354314,0.000706126,0.0004902424,0.0001116275,0.0001208736,0.0004041412,0.0008201748,0.001127841,0.001450764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005789018,"about_ca_system_score_gemma":0.0004197423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001717772,"about_ca_topic_score_gemma":5.459071e-7,"domain_scores_codex":[0.9963768,0.00003293667,0.001215933,0.0007365289,0.0009932359,0.0006446011],"domain_scores_gemma":[0.9945267,0.003426222,0.0004311883,0.0009542804,0.00004585582,0.000615681],"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":[0.0001156254,0.00008080107,3.972477e-8,0.0007942793,0.0001431225,0.0001589917,0.000113708,8.319962e-7,0.000001020117,0.8422958,0.1534224,0.002873293],"study_design_scores_gemma":[0.0008137074,0.0001920243,4.092665e-8,0.0003733669,0.0002358189,0.00008668217,0.00002347733,0.0007371398,0.00001711433,0.7426686,0.2542487,0.0006032993],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001680179,0.0005263322,0.1860868,0.001165677,0.0002925293,0.0007573497,0.0004230255,0.0005735805,0.810173],"genre_scores_gemma":[0.00009203123,0.0002830276,0.08311152,0.001103015,0.0007772557,0.00007018165,0.0002538414,0.0004792924,0.9138299],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1036568,"threshold_uncertainty_score":0.999539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04684126564559613,"score_gpt":0.2707065896513914,"score_spread":0.2238653240057953,"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."}}