{"id":"W4395150854","doi":"10.15468/dl.3c3b6j","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":[0.001067803,0.002277126,0.001815282,0.005115018,0.001109201,0.002983592,0.003260188,0.002293181,0.1489452],"category_scores_gemma":[0.005996125,0.0009423555,0.001199342,0.009760758,0.0005037063,0.002394815,0.002664551,0.002135865,0.2259369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750795,"about_ca_system_score_gemma":0.002454108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02154583,"about_ca_topic_score_gemma":0.03562853,"domain_scores_codex":[0.9989364,0.000143435,0.0001327605,0.0003803547,0.0002397423,0.0001673411],"domain_scores_gemma":[0.9978161,0.0006155623,0.0001914494,0.0005611802,0.0005540315,0.0002615648],"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":[0.00003540826,0.00001241884,0.0003988462,0.0006048104,0.00001758968,0.00001940357,0.00002440156,0.0001492439,0.0001306539,0.0004228866,0.9967327,0.001451649],"study_design_scores_gemma":[0.00007772529,0.000007589245,0.001566707,0.0001978312,0.00001572534,0.00004149949,0.00007120294,0.0001726394,0.000206667,0.0008193404,0.9968046,0.00001840791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004118875,0.00003287093,0.00004629382,0.00003453957,0.0000103767,0.000004779995,0.9988363,0.0004065017,0.0005871337],"genre_scores_gemma":[0.000152119,0.00003780329,0.0001924592,0.00003960701,0.000002930938,0.0000347907,0.9989808,0.0001468455,0.0004125994],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8510548,"threshold_uncertainty_score":0.4982713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007950980043285658,"score_gpt":0.2268916208184002,"score_spread":0.2189406407751145,"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."}}