{"id":"W6962281591","doi":"10.15468/dl.w73gaa","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Nonlinear Optical Materials Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Feature (linguistics)","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":[0.0009851463,0.002540719,0.002005545,0.005303633,0.001405446,0.003838014,0.003569232,0.002593108,0.2422224],"category_scores_gemma":[0.007396163,0.001173027,0.001724837,0.009846499,0.0004273643,0.004119588,0.00366666,0.002543197,0.3658795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001991044,"about_ca_system_score_gemma":0.00261313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02207978,"about_ca_topic_score_gemma":0.03501248,"domain_scores_codex":[0.9986274,0.0001525638,0.0001700533,0.0004946551,0.0003263443,0.0002291317],"domain_scores_gemma":[0.9972512,0.0006648908,0.0002026148,0.00079219,0.0007856129,0.0003035508],"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":[0.00003522285,0.00001138034,0.0002622333,0.0004450089,0.00001167373,0.00001627505,0.00002056293,0.00008438489,0.00008992891,0.0003699963,0.9963371,0.002316244],"study_design_scores_gemma":[0.0000503051,0.000008193448,0.0009218596,0.0001500284,0.00001010415,0.00003464697,0.00006038408,0.000167602,0.0001676298,0.0007341579,0.9976792,0.00001591677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005284923,0.0000497756,0.0001056103,0.00006927754,0.00002659427,0.000009692362,0.9965166,0.001681249,0.00148844],"genre_scores_gemma":[0.0001952874,0.00005996178,0.0004042629,0.00009035897,0.000006809957,0.0000531044,0.9976069,0.0005518799,0.00103152],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7577776,"threshold_uncertainty_score":0.8103145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169077381866609,"score_gpt":0.2017458944513258,"score_spread":0.1900551206326597,"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."}}