{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000237169,0.0001019932,0.0000941471,0.00002182445,0.0001941869,0.00002328635,0.00008827061,0.0001327864,0.0000246759],"category_scores_gemma":[0.0001890886,0.0000701389,0.00004003198,0.00005443932,0.0003800621,0.000002946996,0.00003635059,0.00006245903,0.000002502171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009517113,"about_ca_system_score_gemma":0.000008430367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002700618,"about_ca_topic_score_gemma":0.000007661437,"domain_scores_codex":[0.9992121,0.0001505977,0.0001737755,0.000241839,0.00005316057,0.000168527],"domain_scores_gemma":[0.999613,0.00002252927,0.00004875052,0.0001985451,0.00006465555,0.00005246211],"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":[0.00008554458,0.00002135329,0.002512713,0.000001380574,0.00001018328,1.17625e-7,0.00004636313,0.00003721823,0.01334291,0.9707808,0.00007310678,0.01308827],"study_design_scores_gemma":[0.0005671642,0.0007733494,0.2921194,0.000005311525,0.00002997597,0.00003301185,0.0002159599,0.007458573,0.001395073,0.6927269,0.004372709,0.0003025637],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964344,0.002365438,0.02297989,0.007117157,0.0001852729,0.0002933108,0.000009137593,0.00003051417,0.002675338],"genre_scores_gemma":[0.9985415,0.000162496,0.0005133355,0.0002478593,0.0001671861,0.000006056119,0.0001513133,0.00000626193,0.0002040215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2896067,"threshold_uncertainty_score":0.2860181,"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."}}