{"id":"W6926193650","doi":"10.18739/a28s4jp53","title":"AmeriFlux CA-Oas Saskatchewan - Western Boreal, Mature Aspen. 1997-","year":2018,"lang":"en","type":"dataset","venue":"California Digital Library","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Population; Context (archaeology); Vegetation (pathology); Exclosure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006795832,0.0008627368,0.001131409,0.0002506384,0.0001232261,0.0007100403,0.0006544837,0.000999687,0.004046292],"category_scores_gemma":[0.0001374204,0.0006159924,0.0004241026,0.0004027667,0.0004402907,0.000733002,0.0005907841,0.001095718,0.01097775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006385357,"about_ca_system_score_gemma":0.0005631321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006390679,"about_ca_topic_score_gemma":0.00002246722,"domain_scores_codex":[0.9969925,0.00004227579,0.0006852862,0.001071246,0.0004843593,0.0007242806],"domain_scores_gemma":[0.9975561,0.00007252333,0.0003394802,0.00138532,0.00007093626,0.00057565],"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":[0.0003721302,0.0002169941,0.0001514633,0.0007474367,0.0002058815,0.0004390022,0.000006699279,1.246522e-8,0.0001109426,5.19717e-7,0.9959911,0.001757821],"study_design_scores_gemma":[0.0004073188,0.0002901294,0.00009905489,0.0007048835,0.0002802514,0.0003749858,0.00002757054,5.588149e-7,0.002082218,0.00005339881,0.9949494,0.0007302506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001565363,0.00143202,3.11163e-7,0.00303452,0.0005457362,0.0006596716,0.9912769,0.0002586737,0.001226855],"genre_scores_gemma":[0.0008253094,0.0003757982,0.0001287263,0.005717553,0.004127189,0.000004262483,0.9798287,0.0001453047,0.008847197],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01144819,"threshold_uncertainty_score":0.9996291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00812000075466802,"score_gpt":0.2186367419442741,"score_spread":0.2105167411896061,"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."}}