{"id":"W4396097430","doi":"10.15468/lhtmpo","title":"ZooplanktonBeaufortSeaNOGAP1","year":2018,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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":[],"consensus_categories":[],"category_scores_codex":[0.0006741568,0.001937033,0.001107285,0.003073334,0.001110184,0.001611165,0.002627147,0.00114547,0.02550328],"category_scores_gemma":[0.003279954,0.000564258,0.0009803015,0.006426902,0.0003205332,0.0006527758,0.001952042,0.001120409,0.01671818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360562,"about_ca_system_score_gemma":0.007231055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6905258,"about_ca_topic_score_gemma":0.8176352,"domain_scores_codex":[0.9994138,0.00003289813,0.00004697237,0.0001459582,0.0001820299,0.0001783524],"domain_scores_gemma":[0.9981741,0.00014962,0.0002107772,0.0002776452,0.0009041081,0.0002838466],"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":[0.0001728598,0.00002973787,0.0193375,0.001114592,0.0001627388,0.00005502346,0.00009125016,0.0004965556,0.000253405,0.0005543667,0.9729978,0.004734186],"study_design_scores_gemma":[0.0002847279,0.00002023151,0.114784,0.0007157404,0.0001262236,0.00006612522,0.0002286889,0.0006285012,0.0005093191,0.0006408236,0.8819351,0.00006050056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004901103,0.00006177103,0.00002984631,0.00002005085,0.00000867276,0.000007166203,0.9988588,0.00009257855,0.000430962],"genre_scores_gemma":[0.001174367,0.00005651033,0.0001527388,0.00002401226,0.000002917686,0.00004091513,0.9978669,0.00003192803,0.0006497068],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6905258,"threshold_uncertainty_score":0.6225934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009642879250051861,"score_gpt":0.2034252670676785,"score_spread":0.1937823878176266,"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."}}