{"id":"W6939964680","doi":"10.7281/t1/bmathh/qub7no","title":"12_B1.tar.017","year":2021,"lang":"en","type":"dataset","venue":"Research Data Repository, Duke University","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Process (computing); Object (grammar); Relation (database); Product (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007277441,0.0002376694,0.000313704,0.00008304551,0.001346921,0.0003480285,0.003312921,0.0004121329,0.005839936],"category_scores_gemma":[0.0005613923,0.0001200723,0.0001261099,0.0006876221,0.00005385126,0.0004645405,0.002752498,0.001416171,0.001440088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002401057,"about_ca_system_score_gemma":0.0001838559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04159086,"about_ca_topic_score_gemma":0.00657391,"domain_scores_codex":[0.9963775,0.0009017876,0.0001981792,0.001034002,0.0008971924,0.0005913978],"domain_scores_gemma":[0.9953473,0.002842392,0.0001144969,0.0009880011,0.0003684746,0.000339385],"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":[0.0000705607,0.0001506573,0.0002481216,0.00003473071,0.00006460486,0.001731389,0.000003309946,2.377113e-7,0.002832107,0.0000300655,0.9943777,0.0004564601],"study_design_scores_gemma":[0.00003550004,0.00008936456,0.0002754519,0.0001463715,0.00004738265,0.0001491419,0.0002762224,0.00001746615,0.0001089858,0.00000586852,0.9985921,0.0002561867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001295067,0.0004860066,4.190991e-7,0.0003634925,0.0008586051,0.0002300941,0.9916636,0.00004433452,0.005058359],"genre_scores_gemma":[0.0001307305,0.005716315,0.00001943619,0.00003044061,0.001167594,8.949982e-7,0.9856846,0.000001189846,0.007248841],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03501695,"threshold_uncertainty_score":0.9999532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1090727226329099,"score_gpt":0.309502004948998,"score_spread":0.2004292823160882,"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."}}