{"id":"W2952693328","doi":"","title":"The size of a pond in 2D invasion percolation","year":2007,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Percolation (cognitive psychology); Bernoulli's principle; RADIUS; Square lattice; Mathematics; Statistical physics; Percolation threshold; Cluster (spacecraft); Lattice (music); Order (exchange); Combinatorics; Physics; Thermodynamics; Quantum mechanics; Computer science; Economics; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001042696,0.0004900269,0.000695417,0.001331227,0.001226518,0.002603496,0.0008499742,0.001357088,0.001280194],"category_scores_gemma":[0.00671929,0.0004842542,0.0004029576,0.000906897,0.004607907,0.002542671,0.002362883,0.0009756571,0.0001376409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061823,"about_ca_system_score_gemma":0.0002995484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109548,"about_ca_topic_score_gemma":0.000743456,"domain_scores_codex":[0.9994947,0.0002251882,0.00001917809,0.00007718781,0.00008904043,0.00009477563],"domain_scores_gemma":[0.9954958,0.003306227,0.0004863811,0.0001114943,0.0001288852,0.000471219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003640393,0.0001036607,0.005640763,0.0003274412,0.00006063168,0.001237126,0.000849569,0.164045,0.005779538,0.8091881,0.002884447,0.009519537],"study_design_scores_gemma":[0.00006052463,0.00007979901,0.001650174,0.00004696818,0.00004202803,0.0003853641,0.0002665653,0.4342385,0.001095118,0.5602944,0.001789538,0.00005093079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8778797,0.004685792,0.08206863,0.00336573,0.0002367602,0.00005130421,0.0001907541,0.0002019626,0.03131944],"genre_scores_gemma":[0.9953343,0.000607156,0.002476274,0.00007590054,0.0000968507,0.00002399295,0.00002782488,0.00002107089,0.001336684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002603496,"threshold_uncertainty_score":0.007704139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1346025105712226,"score_gpt":0.2443943568564667,"score_spread":0.1097918462852441,"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."}}