{"id":"W4415303937","doi":"10.4153/s0008414x25101727","title":"Impact of birth pulse and environment shift on population survival and propagation","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Mathematics","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Fundamental Research Funds for the Central Universities; Central South University; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Sanofi","keywords":"Pulse (music); Population; Birth rate; Transgenerational epigenetics; Pulse rate","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004045093,0.0002593355,0.0003985438,0.0003294076,0.0004600524,0.0007588685,0.0004992092,0.0007823689,0.00338671],"category_scores_gemma":[0.002439435,0.00017341,0.0003942688,0.0001696227,0.0008078296,0.0008244991,0.001148186,0.0006632693,0.0001830137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004593307,"about_ca_system_score_gemma":0.0004218839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002835899,"about_ca_topic_score_gemma":0.001407837,"domain_scores_codex":[0.9998561,0.00003512302,0.000005380488,0.00002385425,0.00002767876,0.00005192926],"domain_scores_gemma":[0.9991668,0.000429135,0.0001215083,0.00004736548,0.00007581017,0.0001593773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007750872,0.0002598837,0.05288586,0.0002263789,0.000233817,0.003776261,0.0005700023,0.7775641,0.0795461,0.05703642,0.001640952,0.02548516],"study_design_scores_gemma":[0.00004020434,0.0003391541,0.02904091,0.00002180592,0.0001038469,0.0005536035,0.0006229503,0.9459623,0.005740889,0.01655922,0.0009346404,0.00008049281],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777235,0.0001538506,0.01649736,0.0003987626,0.00005686461,0.00001316506,0.0000794697,0.00005147211,0.005025402],"genre_scores_gemma":[0.9987739,0.00005061514,0.0004987087,0.00002173165,0.000008493844,0.000004687937,0.00001365524,0.000007476029,0.0006208015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00338671,"threshold_uncertainty_score":0.01132965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113292589505141,"score_gpt":0.2168434008935941,"score_spread":0.2057104749985427,"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."}}