{"id":"W4395910719","doi":"10.15468/dl.a9y463","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":[0.001075207,0.002423191,0.001870281,0.005235123,0.001165912,0.002851471,0.003318552,0.002369302,0.136509],"category_scores_gemma":[0.005784739,0.000984497,0.001259613,0.009504163,0.0005190126,0.00250558,0.002719355,0.002314353,0.211936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824451,"about_ca_system_score_gemma":0.002577221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02215543,"about_ca_topic_score_gemma":0.03842801,"domain_scores_codex":[0.9988577,0.0001521826,0.0001448458,0.0004040218,0.0002656063,0.0001756658],"domain_scores_gemma":[0.9976932,0.0006484109,0.0001988258,0.0006038609,0.0005761646,0.0002794304],"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":[0.00003628134,0.0000142873,0.000386316,0.000577639,0.00001727918,0.00002027711,0.00002438392,0.0001522274,0.0001350151,0.0004063919,0.9968057,0.001424265],"study_design_scores_gemma":[0.00008726616,0.000008729759,0.001726301,0.000192283,0.00001604064,0.00004817471,0.00007376957,0.0002084118,0.0002347654,0.000864319,0.9965198,0.00002012673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004383742,0.00003055335,0.00004908163,0.00003461653,0.00001079698,0.000005336907,0.9987821,0.0004669214,0.0005767406],"genre_scores_gemma":[0.0001342229,0.00003258849,0.0001965433,0.00003587129,0.000002623387,0.00003288386,0.9990558,0.0001409114,0.0003686534],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.863491,"threshold_uncertainty_score":0.4566681,"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."}}