{"id":"W2019189991","doi":"10.1088/1751-8113/48/13/135003","title":"Hidden percolation transition in kinetic replication process","year":2015,"lang":"en","type":"article","venue":"Journal of Physics A Mathematical and Theoretical","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Directed percolation; Critical exponent; Phase transition; Monte Carlo method; Percolation (cognitive psychology); Scaling; Universality (dynamical systems); Parameter space; Critical point (mathematics)","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":[0.0004167504,0.0001148186,0.0002540123,0.0000378269,0.00002416279,0.00003940265,0.00009918874,0.00003362809,0.00007737564],"category_scores_gemma":[0.00004791699,0.00008614508,0.00007637827,0.0001594626,0.000228877,0.0001876918,0.00001869246,0.0002037774,0.00001258415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001681376,"about_ca_system_score_gemma":0.00005538417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.669385e-7,"about_ca_topic_score_gemma":1.920906e-8,"domain_scores_codex":[0.9989449,0.0000698275,0.0004115936,0.0001368697,0.0003007297,0.0001360181],"domain_scores_gemma":[0.9992191,0.0001658652,0.000130905,0.0001092077,0.0002143874,0.0001605663],"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":[0.00006990737,0.0003534041,0.0001986144,0.00002433141,0.00001513161,0.000001744356,0.001182719,0.0001932616,0.00009961446,0.9895651,0.00001230239,0.00828391],"study_design_scores_gemma":[0.0006829055,0.0001468719,0.0002555722,0.00007553404,0.00003581195,0.00001318022,0.0005052632,0.02123199,0.0006388901,0.9763085,0.000006503977,0.00009902269],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8710869,0.00001362882,0.12508,0.00068969,0.00002217854,0.0001040432,0.000003264017,0.000006186277,0.002994109],"genre_scores_gemma":[0.997853,6.458683e-7,0.001729178,0.00004181257,0.0003471576,0.000006137898,0.000004952682,0.0000108952,0.000006181757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1267661,"threshold_uncertainty_score":0.3512894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175423119993564,"score_gpt":0.2643905414515526,"score_spread":0.252636310251617,"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."}}