{"id":"W2956304766","doi":"10.1111/oik.06308","title":"Benefits of increased colonist quantity and genetic diversity for colonization depend on colonist identity","year":2019,"lang":"en","type":"article","venue":"Oikos","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Genetic diversity; Daphnia pulex; Diversity (politics); Trait; Ecology; Mesocosm; Evolutionary biology; Daphnia; Ecosystem; Demography; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007539667,0.00006654281,0.0001339107,0.000005407989,0.0003483079,0.0000287282,0.00009548213,0.00004647428,0.00004112812],"category_scores_gemma":[0.00003684477,0.00003077262,0.00003249436,0.00008271487,0.000035872,0.00006139425,0.0001245326,0.00002693024,0.00001224017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001203017,"about_ca_system_score_gemma":0.000002933999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156083,"about_ca_topic_score_gemma":0.01944782,"domain_scores_codex":[0.9995254,0.00001821583,0.00008339292,0.0001520693,0.0001129536,0.000107941],"domain_scores_gemma":[0.999689,0.000139624,0.0000683815,0.00001494585,0.00005584057,0.00003214405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001774912,0.00007402044,0.9577825,0.00002386198,0.00001369534,6.59614e-7,0.00002804839,0.00000587431,0.03862844,0.00221076,0.0001931612,0.000861481],"study_design_scores_gemma":[0.0002131594,0.0005730379,0.9964036,0.00001431944,0.00001591655,0.000001151158,0.00003261728,0.00005238261,0.001806498,0.0001015086,0.0007112559,0.00007456359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989544,0.0001022133,0.000001183387,0.0001535664,0.00003985167,0.000269118,0.0002668616,0.00001353085,0.0001992514],"genre_scores_gemma":[0.9996847,0.00007662311,0.00003443082,0.00005979548,0.00003432074,0.000004425745,0.0000275241,3.949022e-7,0.00007778287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03862109,"threshold_uncertainty_score":0.9984447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03836483517958981,"score_gpt":0.2195227678101997,"score_spread":0.1811579326306099,"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."}}