{"id":"W7095202077","doi":"","title":"Alberta &amp;quot; (2013). Electronic Theses and Dissertations. Paper 5068. RELATIVE DISTRIBUTION AND BIOMASS OF INVERTEBRATES IN FENS AND MARSHES IN THE BOREAL REGION OF NORTHEASTERN","year":2013,"lang":"en","type":"article","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Marsh; Invertebrate; Biomass (ecology); Boreal; Distribution (mathematics); Taiga","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008490976,0.0003665859,0.0004802571,0.002073191,0.001706994,0.002454109,0.0008035352,0.0005425804,0.4641096],"category_scores_gemma":[0.001787182,0.0003127225,0.0002525508,0.004692445,0.000611608,0.0006160731,0.0006325693,0.0006375721,0.1089905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00622328,"about_ca_system_score_gemma":0.008492776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4728123,"about_ca_topic_score_gemma":0.8075358,"domain_scores_codex":[0.9996902,0.00001738324,0.00001014125,0.00003647336,0.0001925693,0.00005325205],"domain_scores_gemma":[0.9985169,0.0001564915,0.00006054092,0.0000909158,0.0007447354,0.0004303995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004532851,0.00001223118,0.001109399,0.0001112245,0.000003744881,0.00003659993,0.0001769432,0.0001118784,0.0002321385,0.001389382,0.9153785,0.08139261],"study_design_scores_gemma":[0.00000712325,0.00001249123,0.01487422,0.0001510672,0.000003252012,0.00001893404,0.0003935211,0.0001120303,0.0001830458,0.0005933554,0.9836431,0.00000773377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007826141,0.02089348,0.001006824,0.01776281,0.007824137,0.0001268766,0.1065737,0.0009925535,0.8369934],"genre_scores_gemma":[0.008636065,0.006371513,0.001101583,0.0003150798,0.0003569907,0.00002120204,0.006866832,0.0001545555,0.9761762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5271877,"threshold_uncertainty_score":0.9401205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236206421135819,"score_gpt":0.2400097866641651,"score_spread":0.227647722452807,"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."}}