{"id":"W7024323382","doi":"","title":"The Relative Importance of Population Size, Colonist Quality, and Colonist Arrival Frequency for Population Success","year":2018,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University; Government of Ontario","keywords":"Daphnia pulex; Population; Extinction (optical mineralogy); Daphnia; Colonization; Population growth; Extinction probability; Population model; Pulex; Population control","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001346029,0.000256128,0.000344635,0.0004649757,0.0003453261,0.0009165298,0.0004237228,0.0003368004,0.002243991],"category_scores_gemma":[0.003549256,0.0002204798,0.0003291251,0.0003524104,0.0005334439,0.0006814623,0.0005611061,0.0005461281,0.0002320149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004293298,"about_ca_system_score_gemma":0.0002536432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001880159,"about_ca_topic_score_gemma":0.003731203,"domain_scores_codex":[0.9993945,0.0001799037,0.00005814901,0.0001601337,0.0001256758,0.00008157519],"domain_scores_gemma":[0.9948212,0.002788614,0.001249048,0.0003830557,0.0002864588,0.0004716438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008619594,0.0002754525,0.849663,0.0001803726,0.0003247581,0.0001889523,0.0004680564,0.00167553,0.1256307,0.0004453541,0.0001706,0.02011524],"study_design_scores_gemma":[0.000005763399,0.0004559668,0.9936411,0.000007354044,0.00005668597,0.00006961856,0.0001749982,0.001491626,0.003721725,0.0001536564,0.0002109838,0.00001059748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990625,0.00008814163,0.0002278934,0.00002579775,0.000002661365,0.000005590926,0.00004107869,0.000002570169,0.0005439002],"genre_scores_gemma":[0.9992543,0.00009092317,0.0003338823,0.00001557669,0.00000357067,0.000005568435,0.00005881667,0.000003547809,0.0002336612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002243991,"threshold_uncertainty_score":0.007506907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145222920381424,"score_gpt":0.2539468685465299,"score_spread":0.2424946393427156,"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."}}