{"id":"W155415014","doi":"","title":"The phase transition in NK landscapes is easy","year":2001,"lang":"en","type":"article","venue":"","topic":"Markov Chains and Monte Carlo Methods","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Phase transition; Infinity; Mathematics; Upper and lower bounds; Polynomial; Phase (matter); Discrete mathematics; Applied mathematics; Statistical physics; Mathematical optimization; Mathematical analysis; Physics; Quantum mechanics","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":[0.0005745131,0.00006991058,0.0001003086,0.00003000946,0.00006022326,0.0000241306,0.00007437106,0.00004125997,0.0001333055],"category_scores_gemma":[0.00007284826,0.00004153324,0.00005304598,0.0001032509,0.00001197724,0.00003972717,0.000008155578,0.00006976831,3.380691e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001243057,"about_ca_system_score_gemma":0.000008783945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002712221,"about_ca_topic_score_gemma":0.0003953328,"domain_scores_codex":[0.9994235,0.00007850485,0.0001571135,0.00009689371,0.0000957831,0.0001481794],"domain_scores_gemma":[0.9994526,0.0002954738,0.00002392876,0.0001729329,0.00002214589,0.00003290404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000955207,0.002051196,0.001150037,0.0002670255,0.0001405438,0.0002248685,0.01969576,0.00001645944,0.01081679,0.3574641,0.08839971,0.5188183],"study_design_scores_gemma":[0.009456482,0.0003672898,0.0000924171,0.0001375924,0.00007404612,0.00009126423,0.005927207,0.03712092,0.01596797,0.1025183,0.8275576,0.000688895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7806418,0.0002615925,0.05662601,0.003794435,0.0001427575,0.000309431,0.000005522754,0.0000896824,0.1581288],"genre_scores_gemma":[0.9494826,0.0008766291,0.0234942,0.001475678,0.0002341194,0.00003269985,0.000005137007,0.00003380443,0.02436519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7391579,"threshold_uncertainty_score":0.1693677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06180675138591939,"score_gpt":0.3805121732328596,"score_spread":0.3187054218469402,"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."}}