{"id":"W4389488555","doi":"10.18061/bssb.v2i1.9358","title":"The Species as a Reproductive Community Emerging From the Past","year":2023,"lang":"en","type":"article","venue":"Bulletin of the Society of Systematic Biologists","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Reproductive success; Ecology; Diversification (marketing strategy); Evolutionary biology; Reproductive isolation; Biodiversity; Phylogenetic tree; Sociology; Demography; Population; Genetics; Gene","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":[0.003726779,0.0005274721,0.0005574123,0.002690048,0.006786988,0.008279002,0.001302662,0.003009073,0.004548951],"category_scores_gemma":[0.004515671,0.0003654191,0.000480048,0.001722479,0.04182111,0.01854864,0.00575167,0.004530223,0.0007499254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003492603,"about_ca_system_score_gemma":0.00271375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002548197,"about_ca_topic_score_gemma":0.003453857,"domain_scores_codex":[0.9975719,0.001244405,0.00006964723,0.0005077502,0.0004217816,0.0001844607],"domain_scores_gemma":[0.9969458,0.001267981,0.0003009691,0.0005322393,0.0004664578,0.0004866035],"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":[0.000006615247,0.000003660687,0.0004058915,0.00004866507,0.000004912997,0.00006395457,0.006306978,0.00009379972,0.0002058241,0.9838495,0.001383208,0.007626956],"study_design_scores_gemma":[0.000005509785,0.0000200424,0.0009499482,0.0001483612,0.000009994778,0.000292314,0.003098263,0.0003608978,0.0000942197,0.864772,0.1302317,0.00001670089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1205169,0.05625625,0.09492345,0.06961392,0.003678593,0.0001435815,0.0005028505,0.0002185989,0.6541458],"genre_scores_gemma":[0.9419154,0.009133074,0.02163504,0.005476008,0.001750929,0.0001252301,0.0001545297,0.0001210457,0.01968878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008279002,"threshold_uncertainty_score":0.0253408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0900391930911786,"score_gpt":0.2369219150093951,"score_spread":0.1468827219182166,"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."}}