{"id":"W7162126203","doi":"10.82308/11978","title":"Spatial scale and the ecological determinants of the distribution and diversity of fishes in Ontario lakes","year":2008,"lang":"en","type":"dissertation","venue":"","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Species richness; Scale (ratio); Spatial ecology; Distribution (mathematics); Spatial distribution; Body size and species richness; Species diversity; Biodiversity; Diversity (politics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001728606,0.00006724495,0.0001168751,0.0007684837,0.0007141883,0.0005362312,0.0001755845,0.00009707902,0.001333796],"category_scores_gemma":[0.0009100265,0.0001559595,0.000150657,0.00119609,0.0007538261,0.0002097747,0.000419854,0.000109328,0.00007298979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003216789,"about_ca_system_score_gemma":0.00161742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6577942,"about_ca_topic_score_gemma":0.8951435,"domain_scores_codex":[0.999868,0.00001144636,0.000007494319,0.00002775344,0.00004888839,0.00003642284],"domain_scores_gemma":[0.9995614,0.000111891,0.000141052,0.00001640088,0.0001091501,0.00006004895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005313218,0.000006006404,0.9872606,0.00003839854,0.00002941606,0.00007232911,0.002517681,0.0006030137,0.002326821,0.0003925796,0.0002324552,0.006467635],"study_design_scores_gemma":[4.706694e-7,0.000001803527,0.999305,0.000003074329,0.000002676743,0.000009189199,0.0004013214,0.00007306637,0.00002388683,0.00002848806,0.0001500091,9.933481e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982986,0.0001328588,0.00006546551,0.00004419584,5.892971e-7,0.000002876126,0.0002071944,0.000001672929,0.001246647],"genre_scores_gemma":[0.9989912,0.0001896263,0.0001025201,0.000003879005,0.000001335898,0.000004141571,0.0001364532,0.000001061579,0.0005697105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3422058,"threshold_uncertainty_score":0.6884421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032434842341445,"score_gpt":0.1817598220760708,"score_spread":0.1714354736526563,"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."}}