{"id":"W1975999171","doi":"10.1007/s00493-007-2163-2","title":"Birth control for giants","year":2007,"lang":"en","type":"article","venue":"COMBINATORICA","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mathematics; Combinatorics; Random graph; Giant component; Logarithm; Vertex (graph theory); Connected component; Branching process; Graph; Discrete mathematics; Mathematical analysis","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":[0.0003864802,0.000108895,0.0002128307,0.00004092618,0.00009367276,0.00001639034,0.0001541498,0.00006877547,0.00004221466],"category_scores_gemma":[0.002294094,0.0000948236,0.00005522158,0.0001353256,0.00001841032,0.00002852516,0.000019733,0.00007852342,0.00002566887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004314476,"about_ca_system_score_gemma":0.00002777685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.72237e-7,"about_ca_topic_score_gemma":9.764835e-7,"domain_scores_codex":[0.9990977,0.000007117063,0.0002348106,0.0001657805,0.0001622272,0.0003323426],"domain_scores_gemma":[0.9976772,0.001789882,0.00007387493,0.000180351,0.0001522332,0.0001264573],"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":[0.00005856635,0.0001173115,0.00001349108,0.00009064858,0.0000161432,0.000006054913,0.00003667686,6.735139e-8,0.00007847876,0.9896824,0.003815317,0.006084794],"study_design_scores_gemma":[0.001462332,0.0002296576,0.00006035184,0.00001483957,0.00002975232,0.00000440175,0.00003174213,0.001479614,0.0004400506,0.9875947,0.008520814,0.0001316924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001285014,0.00008624581,0.9946955,0.0001204473,0.000535252,0.0003401575,0.00003032654,0.00009494031,0.002812132],"genre_scores_gemma":[0.9767494,0.000002518581,0.02236158,0.0001601356,0.00006714524,0.00003154437,0.000001441311,0.00002530797,0.0006009372],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9754644,"threshold_uncertainty_score":0.3866794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.041606537222897,"score_gpt":0.3384212520650978,"score_spread":0.2968147148422008,"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."}}