{"id":"W6939999797","doi":"10.7281/t1/bmathh/6tf316","title":"14_B3.tar.005","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); Compression (physics)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000736818,0.0002382874,0.0003118339,0.00008397689,0.00125419,0.0003251826,0.003171334,0.0004133481,0.006567126],"category_scores_gemma":[0.0005239302,0.0001201822,0.0001256452,0.000751993,0.00005192098,0.0004592403,0.00270343,0.001425447,0.001414747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469214,"about_ca_system_score_gemma":0.0001801696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03897747,"about_ca_topic_score_gemma":0.00681478,"domain_scores_codex":[0.9963354,0.0009174889,0.000202131,0.001042831,0.000905307,0.0005967691],"domain_scores_gemma":[0.9953811,0.002895462,0.0001099857,0.0009575631,0.0003134227,0.0003424211],"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":[0.00006970499,0.0001551146,0.0002149754,0.0000336254,0.00006494046,0.001564468,0.000003246903,2.69053e-7,0.003370533,0.00003110223,0.9938588,0.0006331904],"study_design_scores_gemma":[0.00003514587,0.00008873918,0.0002842274,0.0001401028,0.00004694213,0.0001427895,0.0002352096,0.00001800575,0.0001402551,0.000004915642,0.9986075,0.0002561507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001261802,0.0005034745,4.499294e-7,0.0003973152,0.0007188036,0.0002299726,0.9921155,0.00004577491,0.004726912],"genre_scores_gemma":[0.0001307288,0.005510679,0.0000206762,0.00003474631,0.001068149,8.870236e-7,0.9867069,0.000001210903,0.006526093],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03216269,"threshold_uncertainty_score":0.9993628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022363899401326,"score_gpt":0.3062960031368003,"score_spread":0.2040596131966678,"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."}}