{"id":"W6925864460","doi":"10.18739/a20g3gx9c","title":"WArming and irRadiance Measurement (WARM) buoys deployed in Beaufort Shelf and Canada Basin, Arctic Ocean. 2017","year":2019,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Arctic; Irradiance; Beaufort sea; The arctic; Beaufort scale; Sea ice","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002712187,0.0003388885,0.0003619468,0.00007089739,0.0001141046,0.0000442048,0.0003368003,0.0003232087,0.0000221202],"category_scores_gemma":[0.0001012792,0.0003656811,0.00004546858,0.00005063864,0.00008798044,0.000006962348,0.0002961934,0.0002988008,0.000006016788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001247889,"about_ca_system_score_gemma":0.0006085921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2138629,"about_ca_topic_score_gemma":0.3491253,"domain_scores_codex":[0.9983362,0.00007101975,0.0002340853,0.0006599656,0.0003060855,0.0003926273],"domain_scores_gemma":[0.9990771,0.00001702091,0.0001201561,0.0005449372,0.00006960427,0.0001712294],"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":[0.00007304089,0.00002673359,0.03902372,0.0003570776,0.00009221762,0.00008419021,0.00001173449,0.000005075368,0.001141186,4.990716e-7,0.9590361,0.0001484299],"study_design_scores_gemma":[0.0009173979,0.0001422308,0.04722541,0.0002128805,0.000123045,0.00008403318,0.00003986761,0.00001062518,0.001356845,0.00001017581,0.9492287,0.0006487555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1902656,0.01137223,0.000006756546,0.0001183014,0.0005939834,0.000692973,0.7968792,0.000005869098,0.00006504948],"genre_scores_gemma":[0.4167455,0.007154722,0.00008575295,0.001634196,0.0002966278,0.00001711206,0.573898,0.00004112248,0.0001270544],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2264798,"threshold_uncertainty_score":0.9998795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755440964908513,"score_gpt":0.2184404168236659,"score_spread":0.2008860071745808,"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."}}