{"id":"W2030338338","doi":"10.1016/j.tpb.2009.02.005","title":"The metapopulation fitness criterion: Proof and perspectives","year":2009,"lang":"en","type":"article","venue":"Theoretical Population Biology","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Metapopulation; Mathematical economics; Biology; Evolutionary biology; Mathematics; Statistical physics; Statistics; Demography; Sociology; Population; Physics; Biological dispersal","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":[0.003762755,0.0008485658,0.001120605,0.001416191,0.0009802422,0.002794018,0.002625753,0.002950429,0.00717712],"category_scores_gemma":[0.01277825,0.0003403742,0.0007869978,0.0009032208,0.004737677,0.006002503,0.002568939,0.003821259,0.0008558399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173682,"about_ca_system_score_gemma":0.001199177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609467,"about_ca_topic_score_gemma":0.0008230637,"domain_scores_codex":[0.9990295,0.0003610763,0.00003922656,0.0001909451,0.0002884915,0.00009084649],"domain_scores_gemma":[0.9920927,0.005759769,0.0003786602,0.000663694,0.000888924,0.0002162161],"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":[0.000009021162,0.00001470168,0.0003426088,0.00006836667,0.0000144221,0.00006692915,0.00002678994,0.002922566,0.0002315896,0.9862545,0.002342873,0.007705793],"study_design_scores_gemma":[0.000005192344,0.000003369356,0.0002078964,0.00001488714,0.000002365643,0.00004466199,0.00001580405,0.004811015,0.00006785325,0.9923905,0.0024311,0.000005460822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.065657,0.03821607,0.5727899,0.1396217,0.002739712,0.00005403092,0.0004637954,0.0003056326,0.1801523],"genre_scores_gemma":[0.8990417,0.01450251,0.06084409,0.006810173,0.005666398,0.0001164259,0.0001839571,0.0001529021,0.01268188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00717712,"threshold_uncertainty_score":0.02400982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008540732430991752,"score_gpt":0.282041955918073,"score_spread":0.2735012234870812,"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."}}