{"id":"W4236636421","doi":"10.22215/etd/2002-05044","title":"The effects of forest cover and road density on wetland insect species richness in Eastern Ontario","year":2002,"lang":"en","type":"dissertation","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Species richness; Geography; Wetland; Cover (algebra); Ecology; Forest cover; Agroforestry; Forestry; Environmental science; Biology; Engineering","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":[0.0002481652,0.0001364669,0.0001980331,0.0004262639,0.001659534,0.0006699619,0.0003974661,0.0001915054,0.002044681],"category_scores_gemma":[0.001114972,0.0002444909,0.0002538781,0.000802745,0.000657821,0.0003276902,0.0004757833,0.0002597314,0.0001499419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009907329,"about_ca_system_score_gemma":0.006297008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9796757,"about_ca_topic_score_gemma":0.9972996,"domain_scores_codex":[0.99979,0.00002860749,0.00001053154,0.00003117444,0.0000522232,0.00008747384],"domain_scores_gemma":[0.9990897,0.0001736181,0.000169959,0.00002889981,0.0002606506,0.00027724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003043655,0.00004517923,0.9882426,0.00003374886,0.00007995013,0.0001932924,0.003195545,0.0003580757,0.001492923,0.0001858267,0.0008333347,0.005035157],"study_design_scores_gemma":[0.000002711432,0.00000532329,0.9984138,0.000003727063,0.000007900117,0.00001325775,0.001152109,0.00006497043,0.00003485475,0.00001417384,0.0002852223,0.000002011052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981365,0.0001089548,0.00002068059,0.00007318264,0.000001844845,0.000004568212,0.0002625246,0.000001198665,0.00139052],"genre_scores_gemma":[0.9971905,0.0001852747,0.00005981479,0.0000232835,0.000001818263,0.000005182498,0.0001596583,0.000002061738,0.002372503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02032435,"threshold_uncertainty_score":0.07188308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006326396671789296,"score_gpt":0.1875446958384845,"score_spread":0.1812182991666952,"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."}}