{"id":"W6950791710","doi":"10.5683/sp2/lmrvfn","title":"Subsamples of ALUS Southern Ontario Insects","year":2021,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biodiversity; Key (lock); Agriculture; Vegetation (pathology); Taxonomy (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003964603,0.001377903,0.0005933255,0.002378253,0.001597353,0.0009534822,0.001099707,0.0006214615,0.00532398],"category_scores_gemma":[0.0009305315,0.0003121402,0.0006675613,0.002446379,0.0008488148,0.0002994972,0.0009451439,0.0005145724,0.005160027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004213123,"about_ca_system_score_gemma":0.003181425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.669899,"about_ca_topic_score_gemma":0.8935887,"domain_scores_codex":[0.9992495,0.00003516913,0.00003088135,0.0002077223,0.0002826392,0.0001940601],"domain_scores_gemma":[0.9994098,0.00004018426,0.00007484511,0.0001255729,0.0002579485,0.00009172532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001205043,0.0004163619,0.1295115,0.002073484,0.0003986727,0.001106678,0.001143662,0.00336729,0.02005744,0.001564738,0.7206539,0.1185011],"study_design_scores_gemma":[0.0002101286,0.0001265696,0.5495885,0.0002722952,0.0001566716,0.00104893,0.001182127,0.005337378,0.004587687,0.0006266655,0.436767,0.00009619552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1939737,0.004382443,0.00158781,0.000322471,0.0001659767,0.0005447356,0.7782385,0.001962799,0.01882149],"genre_scores_gemma":[0.0874341,0.0007004543,0.002251329,0.0001432916,0.00004063221,0.0002466534,0.8981838,0.0001211738,0.01087856],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.330101,"threshold_uncertainty_score":0.6640899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03456963397588184,"score_gpt":0.2566731857646266,"score_spread":0.2221035517887447,"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."}}