{"id":"W2043605711","doi":"10.1111/1749-4877.12130","title":"One hundred years of population ecology: Successes, failures and the road ahead","year":2015,"lang":"en","type":"review","venue":"Integrative Zoology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ecology; Population ecology; Population; Biodiversity; Food security; Abundance (ecology); Applied ecology; Functional ecology; Evolutionary ecology; Resource (disambiguation); Distribution (mathematics); Environmental resource management; Ecosystem; Biology; Geography; Computer science; Agriculture; Sociology; Environmental science","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":[0.0006452114,0.0001795266,0.001104954,0.00006862835,0.00006973564,0.000009493466,0.0002957396,0.0004472168,0.0002687944],"category_scores_gemma":[0.0004663822,0.000137655,0.0001170873,0.0002147998,0.001269454,0.0001071945,0.0001869922,0.0003730212,0.000153527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383712,"about_ca_system_score_gemma":0.00006295492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007659542,"about_ca_topic_score_gemma":0.02153301,"domain_scores_codex":[0.9979175,0.0009858207,0.0004676685,0.0003291555,0.0001194584,0.0001803758],"domain_scores_gemma":[0.9985455,0.0006564705,0.0004916752,0.0002385676,0.0000283455,0.00003948345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004107402,0.00003995914,0.006994119,0.0001206435,0.0001082862,0.000002651193,0.0002610961,0.000002219905,1.753474e-7,0.006493533,0.0004563406,0.9854799],"study_design_scores_gemma":[0.0008700212,0.0002689646,0.4225447,0.0004696483,0.0006917017,0.0000461424,0.000134573,0.00003185667,3.78532e-7,0.01415242,0.5604643,0.0003252579],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01369045,0.9806551,0.00005267879,0.001957433,0.0004858934,0.001470899,0.00003777961,0.00003459587,0.001615198],"genre_scores_gemma":[0.02482454,0.9734964,0.0003170395,0.000284193,0.00007981826,0.0002631968,0.0002441419,0.00002579164,0.0004648712],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9851546,"threshold_uncertainty_score":0.9989485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03029268540404678,"score_gpt":0.3002133549168856,"score_spread":0.2699206695128388,"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."}}