{"id":"W2012212413","doi":"10.1007/s10955-014-1125-5","title":"Phase Diagram of Inhomogeneous Percolation with a Defect Plane","year":2014,"lang":"en","type":"article","venue":"Journal of Statistical Physics","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Percolation critical exponents; Percolation threshold; Phase diagram; Supercritical fluid; Directed percolation; Continuum percolation theory; Percolation (cognitive psychology); Critical exponent; Lattice (music)","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":[0.0003266064,0.0001499223,0.0004942279,0.00003965482,0.00004255139,0.00002017701,0.0001292956,0.00005242425,0.00004112831],"category_scores_gemma":[0.002142098,0.0001051072,0.00007685725,0.0001386769,0.00008857602,0.00007536085,0.00001932372,0.00022592,0.00000408466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002905903,"about_ca_system_score_gemma":0.00008555508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002748833,"about_ca_topic_score_gemma":0.000002332472,"domain_scores_codex":[0.9985613,0.00006377321,0.0005601567,0.00011447,0.0005095563,0.0001907301],"domain_scores_gemma":[0.9964219,0.002382635,0.0004938972,0.0001371307,0.0004057973,0.0001585947],"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":[0.0005100135,0.001070719,0.00001874249,0.0002950786,0.0001150683,0.00004534004,0.0001918216,0.00007010964,0.0007584112,0.9222871,0.0005478486,0.07408972],"study_design_scores_gemma":[0.002511771,0.005385465,0.00005216906,0.0001539119,0.0003695625,0.0001441554,0.00004177552,0.02639611,0.0009641719,0.9637336,0.00008293549,0.0001644454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02950647,0.00001803598,0.9698536,0.00002864537,0.00007649183,0.0001015415,0.0001102366,0.000009464983,0.000295496],"genre_scores_gemma":[0.8208804,0.000004821947,0.17888,0.0000313811,0.0001696656,0.000001971157,0.000005518337,0.00001990934,0.000006389241],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7913738,"threshold_uncertainty_score":0.4286146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613127280370169,"score_gpt":0.3226652220312823,"score_spread":0.2965339492275806,"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."}}