{"id":"W6943195824","doi":"10.15454/5jhumf/b8usrm","title":"DataCAND.tab","year":2020,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Identification (biology); Selection (genetic algorithm); Product (mathematics); Population","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":[0.0006581476,0.0003457796,0.0004193972,0.00001301132,0.0001590122,0.0001610582,0.003145516,0.0007239051,0.01030596],"category_scores_gemma":[0.002341908,0.0001419894,0.00008218271,0.0005299579,0.00001252228,0.0003596749,0.0008510096,0.00180475,0.01939123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004215348,"about_ca_system_score_gemma":0.00004998716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005416013,"about_ca_topic_score_gemma":0.001375793,"domain_scores_codex":[0.997644,0.0004216653,0.0003460284,0.0009254746,0.0003009882,0.0003618145],"domain_scores_gemma":[0.9945987,0.004239363,0.0002000232,0.0007053211,0.00004838184,0.0002081956],"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":[0.00002502519,0.00004826982,0.00004137681,0.00004210634,0.00003324753,0.00002463221,0.000003141109,1.924098e-7,0.000831822,0.000004220994,0.9851151,0.01383092],"study_design_scores_gemma":[0.00002703775,0.00005707244,0.00005479106,0.0001227382,0.00005818612,0.00002606654,0.00001424677,0.00004532528,0.00003419559,0.00007504266,0.9991134,0.0003718881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002465591,0.001332233,0.000006973802,0.001394535,0.0008812356,0.0002462152,0.9956818,0.00008261127,0.000349803],"genre_scores_gemma":[0.00000177476,0.01730647,0.0003316584,0.001664984,0.002537575,0.00001863369,0.9774687,0.0000019001,0.0006682941],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01821303,"threshold_uncertainty_score":0.9905987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2485957287862239,"score_gpt":0.3422276516600429,"score_spread":0.09363192287381897,"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."}}