{"id":"W4383550388","doi":"10.31234/osf.io/zrt27","title":"Lineage Fitness Theory","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Templeton World Charity Foundation; John Templeton Foundation","keywords":"Lineage (genetic); Inclusive fitness; Fitness landscape; Evolutionary biology; Evolutionary theory; Biology; Epistemology; Sociology; Genetics; Demography; Population; Gene; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00177215,0.0005423695,0.000488809,0.001403859,0.002317087,0.001999322,0.001270049,0.001578128,0.01261299],"category_scores_gemma":[0.002904803,0.0001801936,0.0006565289,0.001062404,0.006017378,0.003511136,0.002248194,0.001752008,0.001441833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002357717,"about_ca_system_score_gemma":0.001442658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002850502,"about_ca_topic_score_gemma":0.002024123,"domain_scores_codex":[0.9992447,0.0002690835,0.00003244483,0.000180297,0.0001627577,0.000110827],"domain_scores_gemma":[0.9991032,0.0003701848,0.0001165149,0.000117841,0.0001866392,0.0001056447],"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":[0.000004224765,0.000005451643,0.0008119819,0.00002642181,0.000005833452,0.00004960742,0.0003390663,0.0005567509,0.00009678551,0.9891202,0.001102888,0.00788084],"study_design_scores_gemma":[0.000009328386,0.00002326748,0.001663771,0.00005784677,0.00001750558,0.0002832209,0.0003169529,0.002331667,0.0001631915,0.9435312,0.05159067,0.0000114051],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06371324,0.008222869,0.2501507,0.01430027,0.0005675944,0.0001634878,0.0005168109,0.0001443418,0.6622206],"genre_scores_gemma":[0.899731,0.004477871,0.04242637,0.00323293,0.0005342789,0.0002532337,0.0003358442,0.00008849805,0.04892008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01261299,"threshold_uncertainty_score":0.04219466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111045619838783,"score_gpt":0.4060809939724611,"score_spread":0.2950353741336781,"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."}}