{"id":"W6980646153","doi":"","title":"Colonization of restored peatlands by insects : Diptera assemblages in mined and restored bogs in eastern Canada","year":2007,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colonization; Bog; Peat; Vegetation (pathology); Fauna; Ecological succession; Ditch","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":[0.0001719615,0.0001356468,0.0002233917,0.001158938,0.001555642,0.001000246,0.0004677786,0.0002234315,0.001477642],"category_scores_gemma":[0.000492809,0.0001557978,0.0001396507,0.001287749,0.0007993238,0.0002126346,0.0006197769,0.0002204243,0.0001375451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01018896,"about_ca_system_score_gemma":0.01081329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9895399,"about_ca_topic_score_gemma":0.9978582,"domain_scores_codex":[0.9998196,0.00001146468,0.000007329264,0.00003169718,0.00004857563,0.00008142377],"domain_scores_gemma":[0.9995504,0.00002938661,0.00005880391,0.00001339153,0.0001986433,0.0001492538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002030708,0.00006055613,0.9532962,0.00009922641,0.00005315474,0.0004315167,0.01323713,0.0003607835,0.004276589,0.0002352626,0.001162843,0.02658358],"study_design_scores_gemma":[0.000001419422,0.000005849101,0.9953697,0.0000205345,0.0000041217,0.00002431188,0.003686202,0.00008566754,0.00006658414,0.000008841688,0.0007230415,0.000003599649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984189,0.0002377706,0.00002633961,0.00004445227,0.000002056991,0.000007500433,0.0003969199,0.00000296954,0.0008631106],"genre_scores_gemma":[0.997857,0.0002905265,0.00009191425,0.00002067967,0.000001143631,0.000004661616,0.0003118138,0.000002669907,0.001419435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01046008,"threshold_uncertainty_score":0.07392645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007781724805050805,"score_gpt":0.2241793921291262,"score_spread":0.2163976673240754,"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."}}