{"id":"W4291520290","doi":"10.3934/mbe.2022544","title":"The Beverton–Hold model on isolated time scales","year":2022,"lang":"en","type":"article","venue":"Mathematical Biosciences & Engineering","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Conjecture; Upper and lower bounds; Generalization; Mathematics; Applied mathematics; Discrete time and continuous time; Quantum; Mathematical economics; Pure mathematics; Statistical physics; Mathematical analysis; Statistics; Physics; Quantum mechanics","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":[0.0007099023,0.000197292,0.0002368266,0.00006503782,0.0006612153,0.0001067705,0.0006450242,0.00003928424,0.0001473662],"category_scores_gemma":[0.001536746,0.0001304202,0.00007659115,0.0004189815,0.000084139,0.0000592942,0.0002621624,0.0002942094,0.00008445283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007019335,"about_ca_system_score_gemma":0.00003407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.764682e-7,"about_ca_topic_score_gemma":2.835964e-7,"domain_scores_codex":[0.9981211,0.00002254855,0.0003537994,0.0002922361,0.0007277755,0.0004825843],"domain_scores_gemma":[0.9976417,0.001808533,0.00006868549,0.0003173125,0.00003178979,0.0001319199],"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":[0.00001069032,0.00008637149,1.248895e-7,0.00003581819,0.0000093381,0.000004739692,0.0001307866,0.006669922,0.002471623,0.9896561,0.0004527369,0.0004717381],"study_design_scores_gemma":[0.00006363045,0.0001085845,5.881685e-7,0.00001869133,0.00001015642,0.00001344025,0.0000580048,0.650944,0.000200564,0.3482633,0.0001933878,0.0001256736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01945278,0.00006111534,0.9761239,0.0008355279,0.0002024145,0.0003422027,0.00004362961,0.0003028981,0.002635479],"genre_scores_gemma":[0.9561112,0.000004855924,0.04184527,0.0001801634,0.00003688643,0.0001593176,0.000001929861,0.0000449345,0.001615447],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9366584,"threshold_uncertainty_score":0.5318381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02360213056466519,"score_gpt":0.2618736547314102,"score_spread":0.238271524166745,"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."}}