{"id":"W6924845810","doi":"10.15468/dl.nsofju","title":"Occurrence Download","year":2019,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fucus vesiculosus; Laminaria digitata; Ascophyllum; Saccharina; Fucus; Laminaria","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":[0.0006228301,0.002679633,0.001974106,0.005755961,0.001334197,0.003527876,0.003099813,0.002773882,0.1740832],"category_scores_gemma":[0.005575112,0.0009163329,0.001710525,0.009620486,0.0003930966,0.004139378,0.003214268,0.002398589,0.262524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001810764,"about_ca_system_score_gemma":0.002278843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01867609,"about_ca_topic_score_gemma":0.03810073,"domain_scores_codex":[0.9988723,0.000129615,0.0001624789,0.0004195546,0.000246226,0.0001696885],"domain_scores_gemma":[0.9981551,0.0004840104,0.0001448728,0.0004693884,0.0005222556,0.0002243066],"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":[0.00005392885,0.00001674536,0.0003725385,0.0006340467,0.00001598405,0.00003661485,0.00002328531,0.0001408808,0.0001255273,0.0004885533,0.9946241,0.003467877],"study_design_scores_gemma":[0.00006054902,0.00001311049,0.001168168,0.0001793345,0.00001385605,0.00007864861,0.00008317769,0.0003695674,0.0001784471,0.001121468,0.9967133,0.0000203723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001073305,0.0001135005,0.0001512415,0.00009477307,0.00003810319,0.00001358593,0.9957808,0.001703194,0.001997403],"genre_scores_gemma":[0.0002896763,0.0000850263,0.0004905956,0.00008992694,0.00000867682,0.00004745764,0.9978149,0.0002425357,0.000931174],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8259168,"threshold_uncertainty_score":0.5823665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03221734357734461,"score_gpt":0.2286135911999071,"score_spread":0.1963962476225625,"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."}}