{"id":"W6940201061","doi":"10.7281/t1/bmathh/ff5bcy","title":"21_D1.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); Quality (philosophy); Compression (physics); Table (database)","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":[0.0007277019,0.000237777,0.000310579,0.00008233258,0.001282005,0.00033827,0.003167838,0.0004118308,0.006440604],"category_scores_gemma":[0.000507806,0.0001199965,0.0001256081,0.0007450091,0.00005337744,0.0004570325,0.0027321,0.001417634,0.001388299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002443276,"about_ca_system_score_gemma":0.0001801727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03341002,"about_ca_topic_score_gemma":0.006559316,"domain_scores_codex":[0.9963849,0.0008974236,0.0002016236,0.00103139,0.0008866314,0.0005980833],"domain_scores_gemma":[0.9954487,0.002845239,0.0001096099,0.0009433035,0.0003130674,0.0003400898],"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":[0.00007109083,0.0001547958,0.0001916189,0.00003387271,0.0000648244,0.001589715,0.000003146782,2.627065e-7,0.003275754,0.00002781546,0.994064,0.0005230679],"study_design_scores_gemma":[0.00003539841,0.00008692742,0.000215974,0.0001396519,0.00004599701,0.0001482959,0.0002719488,0.00001663051,0.0001277894,0.000005274817,0.9986504,0.0002556673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001019433,0.000544929,4.335027e-7,0.0004643445,0.0007064663,0.0002295122,0.9920264,0.00004528714,0.004963117],"genre_scores_gemma":[0.000108899,0.005832205,0.00002032949,0.00003487467,0.001049139,8.694358e-7,0.9852582,0.000001207718,0.007694253],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02685071,"threshold_uncertainty_score":0.9993892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021839627657639,"score_gpt":0.3062924564775336,"score_spread":0.2041084937117697,"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."}}