{"id":"W4396286147","doi":"10.15468/dl.jrbvv8","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":[0.001022357,0.002378559,0.001941623,0.005370892,0.001115633,0.0029404,0.003293663,0.002511926,0.1331555],"category_scores_gemma":[0.005824166,0.0009718566,0.00125817,0.009937258,0.0004892176,0.002568015,0.002730283,0.00226059,0.2036736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718035,"about_ca_system_score_gemma":0.002371586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01902438,"about_ca_topic_score_gemma":0.03153626,"domain_scores_codex":[0.9989114,0.0001453963,0.0001375374,0.000395806,0.0002396145,0.0001703401],"domain_scores_gemma":[0.9978219,0.0006215204,0.0001988226,0.0005723891,0.0005123208,0.0002731401],"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":[0.00004231484,0.00001508126,0.0004161927,0.0007391886,0.00001981797,0.00002180207,0.00002402832,0.0001679237,0.0001534294,0.0004223217,0.9964689,0.00150894],"study_design_scores_gemma":[0.00009994739,0.000009646987,0.001694238,0.0002140764,0.00001740438,0.00004726158,0.00007002751,0.0002114404,0.0002248551,0.0008504299,0.9965398,0.00002083608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004493917,0.00003573551,0.00004430473,0.00003498131,0.00001104967,0.000005457775,0.9988476,0.0004445399,0.0005314052],"genre_scores_gemma":[0.0001577758,0.00004062894,0.0001945955,0.00004172042,0.000003085772,0.00003758028,0.9990265,0.0001381796,0.0003599296],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8668445,"threshold_uncertainty_score":0.4454495,"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."}}