{"id":"W6961790430","doi":"10.15468/dl.78bqgt","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herbarium; Marsh; Habitat; Download; Shore; Vascular plant","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":[0.0009497757,0.001995365,0.001564923,0.005311877,0.001085981,0.002821813,0.002723357,0.00210908,0.1517579],"category_scores_gemma":[0.006842971,0.000862353,0.001363635,0.01047335,0.0004196357,0.00254887,0.00269583,0.001826593,0.2188921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001879459,"about_ca_system_score_gemma":0.002739209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03389524,"about_ca_topic_score_gemma":0.05453196,"domain_scores_codex":[0.998793,0.0001488538,0.0001613498,0.0004173413,0.0002651382,0.0002143187],"domain_scores_gemma":[0.9972211,0.0007654557,0.0002486196,0.0006959059,0.0007510535,0.0003178781],"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":[0.00003518274,0.00001015723,0.0004913101,0.0005410419,0.00001527293,0.00001603992,0.0000226202,0.0001383057,0.00009689239,0.0003311816,0.9965171,0.001784972],"study_design_scores_gemma":[0.00006553654,0.00000972582,0.002170227,0.000203215,0.00001399042,0.00003502219,0.00008337326,0.0002057097,0.0001618232,0.000664457,0.9963688,0.00001803443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000407388,0.00002574019,0.00003744236,0.00003410174,0.00001271693,0.000004953242,0.9989489,0.0003647886,0.00053076],"genre_scores_gemma":[0.0001579954,0.00003285277,0.0001875365,0.00004308563,0.00000382554,0.00003730571,0.9989691,0.0001174953,0.000450767],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8482422,"threshold_uncertainty_score":0.5076806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437393559742932,"score_gpt":0.2320798631925623,"score_spread":0.217705927595133,"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."}}