{"id":"W6924588556","doi":"10.15468/dl.pgc2wh","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Developmental and Educational Neuropsychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Order (exchange); Column (typography)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002262883,0.0002657652,0.0002338685,0.0001242,0.0003846942,0.00005673373,0.0006807838,0.0002355762,0.4686061],"category_scores_gemma":[0.00005201489,0.0002927545,0.0001255646,0.0003861409,0.0001693225,0.0003366814,0.000408821,0.0004425838,0.4392799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003306741,"about_ca_system_score_gemma":0.0001568451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005217533,"about_ca_topic_score_gemma":0.000004491414,"domain_scores_codex":[0.9983513,0.0001464827,0.0004076837,0.0003272697,0.000419792,0.0003474139],"domain_scores_gemma":[0.9989111,0.00002935279,0.0002866513,0.0005139867,0.000105044,0.0001538273],"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":[0.0001102482,0.0001603472,0.001545785,0.00003400839,0.00005612651,0.000008382148,0.0001926083,0.000001021039,1.155555e-8,7.498978e-7,0.9957762,0.002114547],"study_design_scores_gemma":[0.0003286417,0.00005638817,0.002443238,4.056151e-7,0.00002722884,0.00004534379,0.0005527046,1.407291e-9,8.734859e-8,0.000001931703,0.9962674,0.0002766053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001069019,0.00002380765,3.621969e-7,0.000370567,0.00627428,0.0002725055,0.9896681,0.00007656105,0.002244843],"genre_scores_gemma":[0.000009580298,0.00002020393,6.078741e-7,0.002745797,0.000002329311,0.00002621875,0.997192,1.846622e-8,0.000003190149],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02932618,"threshold_uncertainty_score":0.9999524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420663221421347,"score_gpt":0.2725085810114163,"score_spread":0.2483019487972029,"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."}}