{"id":"W4309994382","doi":"10.21203/rs.3.rs-2260990/v1","title":"The role of the ecological scaffold in the origin and maintenance of whole-group trait altruism in microbial populations","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University; Gordon and Betty Moore Foundation","keywords":"Altruism (biology); Metapopulation; Trait; Population; Group selection; Biological dispersal; Selection (genetic algorithm); Biology; Ecology; Kin selection; Evolutionary biology; Computer science; Artificial intelligence; Demography; Sociology","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":[0.0003811638,0.0001356541,0.0002745751,0.0002835558,0.0004377171,0.0007815147,0.0004043331,0.0005151569,0.0009049045],"category_scores_gemma":[0.001766578,0.0001248515,0.0002892428,0.0001384994,0.0009530899,0.0005741984,0.0008388583,0.0003189347,0.0001070158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004610502,"about_ca_system_score_gemma":0.0003105978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006501959,"about_ca_topic_score_gemma":0.0005996124,"domain_scores_codex":[0.9998863,0.00003428011,0.000008963284,0.00003320005,0.00001592269,0.00002131143],"domain_scores_gemma":[0.999216,0.0002775422,0.000201136,0.0001078791,0.00006648459,0.0001309706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006635733,0.0002941131,0.1827043,0.0005595291,0.0004446137,0.001857323,0.001409649,0.2375146,0.4746619,0.06816782,0.0007786691,0.03094389],"study_design_scores_gemma":[0.0001204695,0.0008267296,0.1818252,0.00006339958,0.00028936,0.001107369,0.001286243,0.6980097,0.04500539,0.06861674,0.002693942,0.0001554242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940233,0.0000825682,0.005097483,0.00008010221,0.000004248068,0.000003628087,0.00001398558,0.00002906724,0.0006655959],"genre_scores_gemma":[0.9994075,0.00001633984,0.0005273918,0.00000535248,0.000001325974,0.000002424097,0.000004427614,0.000002284873,0.00003289858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009049045,"threshold_uncertainty_score":0.003345191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06360415704006342,"score_gpt":0.3910556203310928,"score_spread":0.3274514632910294,"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."}}