{"id":"W1990725115","doi":"10.1007/s13752-014-0168-9","title":"R. A. Fisher and Social Insects: The Fisher-Darwin Model of the Evolution of Eusociality","year":2014,"lang":"en","type":"article","venue":"Biological Theory","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Eusociality; Darwin (ADL); Kin selection; Natural selection; Biology; Philosophy of biology; Social evolution; Inclusive fitness; Evolutionary biology; Selection (genetic algorithm); Epistemology; Ecology; Sociology; Philosophy; Demography; Philosophy of science; Population; Computer science; Artificial intelligence","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":[0.0006144326,0.00007444336,0.0001160742,0.000005862376,0.0001572537,0.000002779157,0.0001718041,0.0002345162,0.00002668297],"category_scores_gemma":[0.000128388,0.0000362539,0.00009578233,0.0000326358,0.0005991571,0.000001737122,0.0001244958,0.00008776328,5.399106e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006737223,"about_ca_system_score_gemma":0.0000240052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006389575,"about_ca_topic_score_gemma":0.000006507816,"domain_scores_codex":[0.9992006,0.0003791238,0.0001386502,0.0001287612,0.00004326504,0.0001095857],"domain_scores_gemma":[0.9996887,0.00004588358,0.0000927587,0.0001259923,0.00003568186,0.00001091296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001831481,0.0001014597,0.02629195,0.00001085852,0.00002311602,4.393462e-8,0.0001279635,0.000006452041,0.9352843,0.03431185,0.0003392281,0.003319613],"study_design_scores_gemma":[0.001117996,0.0008629686,0.597985,0.00001261325,0.0001068885,0.000005310943,0.0006005061,0.0003693597,0.2918679,0.1045759,0.002110745,0.0003848739],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973657,0.0001099611,0.0007293884,0.000191447,0.00007065309,0.0001025933,0.00001573472,0.000004088344,0.001410487],"genre_scores_gemma":[0.9993463,0.00001254999,0.00003838812,0.0002933649,0.0001000386,0.000009175398,0.000007187627,0.000003177073,0.0001898198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6434165,"threshold_uncertainty_score":0.2207619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260492685482813,"score_gpt":0.239694892640183,"score_spread":0.2170899657853548,"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."}}