{"id":"W7162031257","doi":"10.82308/37815","title":"Colonization of restored peatlands by insects : Diptera assemblages in mined and restored bogs in eastern Canada","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bog; Species evenness; Sphagnum; Species richness; Trophic level; Dominance (genetics); Peat; Ecological succession; Biological dispersal","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":[0.0001566625,0.0001176259,0.0001795187,0.000652259,0.0009704355,0.0005037692,0.0002827085,0.0001470971,0.0005300079],"category_scores_gemma":[0.0003959936,0.0001394673,0.0001347622,0.0005662282,0.00052623,0.0001203937,0.0004111067,0.0001762443,0.00006611353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004289576,"about_ca_system_score_gemma":0.003415644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9299951,"about_ca_topic_score_gemma":0.9873886,"domain_scores_codex":[0.9998667,0.00001201557,0.000006701634,0.00001839556,0.00003544268,0.00006076585],"domain_scores_gemma":[0.9997032,0.00002085113,0.00005805824,0.00001171152,0.0001006134,0.0001055511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001415229,0.00004081475,0.9818929,0.00003397761,0.00003165201,0.0002780553,0.003489162,0.0001802285,0.004854475,0.00004397784,0.0001635802,0.008849555],"study_design_scores_gemma":[0.000001070256,0.000009259846,0.9985702,0.000005515145,0.000002605252,0.00002816843,0.001086707,0.00005498967,0.000063229,0.000003062328,0.0001736941,0.000001441677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997672,0.00004612247,0.000007568898,0.000006839977,4.016985e-7,0.000001993543,0.00006146418,8.583399e-7,0.0001076098],"genre_scores_gemma":[0.9993507,0.00008936029,0.00006393074,0.000008435958,4.982674e-7,0.000002474688,0.000138525,7.609759e-7,0.0003453307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07000488,"threshold_uncertainty_score":0.1408343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005494529435122258,"score_gpt":0.2333447683181564,"score_spread":0.2278502388830341,"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."}}