{"id":"W4396346806","doi":"10.15468/dl.hpqzxd","title":"Occurrence Download","year":2021,"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":[0.0008163619,0.002137271,0.001611432,0.004801326,0.0009445633,0.002599921,0.003025475,0.0019995,0.1273826],"category_scores_gemma":[0.005178764,0.0008817276,0.001181429,0.009337241,0.0004207627,0.002325193,0.002351513,0.002030068,0.2092571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001634509,"about_ca_system_score_gemma":0.002281675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02042898,"about_ca_topic_score_gemma":0.0365773,"domain_scores_codex":[0.999104,0.0001165337,0.000112382,0.0003308248,0.0002052953,0.0001308514],"domain_scores_gemma":[0.9980959,0.0005034411,0.0001621847,0.0005254313,0.0004878979,0.0002251325],"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":[0.00003007681,0.00001217194,0.0003631682,0.0005303365,0.00001581316,0.0000175867,0.00001936187,0.000173887,0.0001059174,0.0003883803,0.9966911,0.001652115],"study_design_scores_gemma":[0.00006800213,0.000007439621,0.001403273,0.0001760295,0.00001343232,0.00003883511,0.00006065256,0.0002165316,0.000186395,0.0008602658,0.9969524,0.00001672793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004938511,0.00004054909,0.00005318322,0.00004032022,0.00001299669,0.000005599924,0.9985417,0.0005469159,0.000709342],"genre_scores_gemma":[0.0001440332,0.00004353112,0.0002075441,0.00003929582,0.000003059724,0.0000321801,0.9989188,0.0001395054,0.0004721555],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8726174,"threshold_uncertainty_score":0.4261371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008051048561667606,"score_gpt":0.2282939623300392,"score_spread":0.2202429137683716,"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."}}