{"id":"W6955096217","doi":"10.57907/mirri/qwtfek","title":"MIRRI0027349","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"Botany and Geology in Latin America and Caribbean","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organism; Taxon; Identification (biology); Point (geometry)","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":["insufficient_payload"],"category_scores_codex":[0.001807724,0.003510199,0.002385404,0.006795336,0.001570619,0.005200221,0.003689432,0.003783509,0.4343312],"category_scores_gemma":[0.01254285,0.001462477,0.001731052,0.01139153,0.0008509285,0.002404514,0.003564842,0.002050718,0.4521063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001876451,"about_ca_system_score_gemma":0.00451371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02524427,"about_ca_topic_score_gemma":0.04170763,"domain_scores_codex":[0.9983556,0.0002687856,0.0001592968,0.0006118994,0.0003417481,0.000262731],"domain_scores_gemma":[0.9944935,0.00189749,0.0004542513,0.001255634,0.001153058,0.00074605],"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":[0.00004402354,0.00001249316,0.0003534206,0.0006210115,0.00002078514,0.000008134276,0.00002512283,0.0001097176,0.0000608079,0.000287358,0.9974432,0.001014042],"study_design_scores_gemma":[0.0004522332,0.0000215949,0.002253422,0.000363077,0.00005007198,0.00002629777,0.00007806276,0.0002058322,0.0001861097,0.001385088,0.9949412,0.0000371145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002561919,0.0000286509,0.00002897384,0.00003222187,0.00001630458,0.00000609385,0.9990646,0.0002739707,0.0005235242],"genre_scores_gemma":[0.0001984689,0.0000505846,0.0002774366,0.00008551971,0.000009934884,0.000075547,0.9978751,0.0002696545,0.001157853],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5656688,"threshold_uncertainty_score":0.8068579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00993968568869043,"score_gpt":0.2079704807798531,"score_spread":0.1980307950911626,"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."}}