{"id":"W6943737090","doi":"10.15468/ykxm8x","title":"eButterfly Surveys","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Espace pour la vie","funders":"","keywords":"Butterfly; Checklist; Population; Treasure; Citizen science; Value (mathematics)","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":[0.002499632,0.0009335851,0.0006644077,0.0035126,0.002006216,0.001073142,0.00201273,0.001059255,0.087596],"category_scores_gemma":[0.003871012,0.0004314359,0.000341077,0.001786616,0.0005003645,0.00166967,0.003077335,0.001040387,0.01935202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644634,"about_ca_system_score_gemma":0.001967011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02988423,"about_ca_topic_score_gemma":0.06920924,"domain_scores_codex":[0.9977288,0.000442565,0.0001243056,0.0005905945,0.0008387391,0.0002750926],"domain_scores_gemma":[0.996965,0.0005069496,0.0002274167,0.0003796999,0.001620633,0.0003003384],"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":[0.0009382596,0.0004179064,0.0382855,0.001104111,0.00007039491,0.0005896731,0.003061253,0.001074487,0.00776563,0.01070014,0.6293201,0.3066725],"study_design_scores_gemma":[0.00007854088,0.000199713,0.05738107,0.0003633311,0.00002938303,0.000261113,0.001166231,0.001258607,0.001674819,0.002051067,0.9354792,0.00005705955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.112746,0.002406468,0.04473302,0.002799644,0.0009647235,0.01533041,0.2122996,0.004786052,0.603934],"genre_scores_gemma":[0.2255947,0.001953076,0.1336401,0.004252032,0.0003812984,0.01493883,0.1916229,0.001671892,0.4259452],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.087596,"threshold_uncertainty_score":0.2930378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02319307066296226,"score_gpt":0.2237974258903163,"score_spread":0.2006043552273541,"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."}}