{"id":"W4311916772","doi":"10.48550/arxiv.1407.1596","title":"Absence of gelation and self-similar behavior for a coagulation-fragmentation equation","year":2014,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mathematics; Fragmentation (computing); Mathematical analysis; Initial value problem; Laplace transform; Nonlinear system; Coagulation; Physics; Computer science","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":[0.0004603952,0.0002080844,0.0003642851,0.0001513952,0.0000793835,0.00001540794,0.0001831507,0.0002969237,0.00003142558],"category_scores_gemma":[0.0003196304,0.0002306385,0.0001096412,0.0001119543,0.00009627281,0.0001043047,0.0001689233,0.0001576057,0.000004916442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009592161,"about_ca_system_score_gemma":0.0000470824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001521194,"about_ca_topic_score_gemma":0.00001035733,"domain_scores_codex":[0.9988493,0.0001132692,0.0003445505,0.0004618512,0.00007726067,0.0001537201],"domain_scores_gemma":[0.9980384,0.0007004647,0.0005923656,0.0003815789,0.0002246317,0.00006254439],"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":[0.00008369381,0.0004456922,0.02289468,0.001958603,0.0001472388,0.000005511282,0.0007712124,0.004870183,0.0005841939,0.9678445,0.000113385,0.0002811044],"study_design_scores_gemma":[0.0006943052,0.0000958071,0.008008876,0.000139432,0.0003975515,0.000001933455,0.00008064444,0.3494658,0.0005094111,0.6403362,0.000008999948,0.0002611307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6448969,0.000005552369,0.353932,0.00001697987,0.00006624379,0.0007964963,0.00002882238,0.00006470513,0.0001923101],"genre_scores_gemma":[0.9788911,0.00001864371,0.02078726,0.0000121727,0.00003471865,0.00001321992,0.00008986858,0.00002096302,0.000132049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3445956,"threshold_uncertainty_score":0.9405163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337142355808808,"score_gpt":0.2507472858502603,"score_spread":0.1170330502693795,"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."}}