{"id":"W6960453057","doi":"10.1371/journal.pone.0234494.s008","title":"Comma-separated values file of data from 100 iterations of drawing 400 primary sample units for three Canadian jurisdictions (Newfoundland & Labrador, Saskatchewan and Yukon Territory).","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sample (material); Data collection; Data file; Data quality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000407622,0.0002022085,0.000416985,0.00003227434,0.0004388469,0.00004903418,0.000532345,0.0002615322,0.06565076],"category_scores_gemma":[0.0006163672,0.0001090799,0.00004394563,0.0001937262,0.00004179644,0.0001622908,0.0002848864,0.0001917621,0.00006971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003291848,"about_ca_system_score_gemma":0.0002735731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1948406,"about_ca_topic_score_gemma":0.9811589,"domain_scores_codex":[0.9989802,0.00005480066,0.0002964802,0.0003702778,0.00008944906,0.0002087515],"domain_scores_gemma":[0.9970334,0.002292125,0.0002453722,0.0001799204,0.0001226279,0.0001265517],"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":[0.00001474377,0.00002357388,0.0002557384,0.00008330979,0.0001128952,0.000001662309,0.00004706992,7.577652e-7,0.00002133331,1.309798e-7,0.9990248,0.0004139548],"study_design_scores_gemma":[0.00009897938,0.00008177941,0.03234914,0.0004299966,0.00006917459,0.00000126579,0.00005517517,0.00002602167,0.000002517497,0.00003575007,0.9666731,0.0001770551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005791636,0.0002579782,2.772315e-7,0.0001850415,0.00005832828,0.0003991773,0.9984545,0.00001810544,0.00004738877],"genre_scores_gemma":[0.0004616228,0.00001723481,0.0001751344,0.0001514697,0.0002475992,0.0001501677,0.9987527,0.000001521289,0.00004258191],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7863183,"threshold_uncertainty_score":0.9352034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221222376070219,"score_gpt":0.2632792959991441,"score_spread":0.1411570583921222,"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."}}