{"id":"W6960521399","doi":"10.1371/journal.pone.0300345.t007","title":"Regression results after excluding some samples.","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Fertility; Livelihood; Promotion (chess); Human capital; Public policy; Quarter (Canadian coin); Survey data collection","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":["insufficient_payload"],"category_scores_codex":[0.00005455104,0.000271804,0.0002443423,0.00001855043,0.0001193189,0.000167864,0.0004015856,0.0003788345,0.08801519],"category_scores_gemma":[0.0002967798,0.00008131634,0.0001590519,0.00018601,0.000006252199,0.00007723647,0.0002912949,0.0003601658,0.02064059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000292406,"about_ca_system_score_gemma":0.00001292757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000208012,"about_ca_topic_score_gemma":0.0004489513,"domain_scores_codex":[0.9985915,0.00003697098,0.0002405898,0.0005473039,0.0002738177,0.000309835],"domain_scores_gemma":[0.9994119,0.0001954629,0.0001276477,0.0001248347,0.00003551109,0.0001046538],"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":[0.0000335284,0.00001163325,1.889081e-7,0.0001783734,0.000007652176,0.0003401804,0.000001212771,8.624909e-8,0.0006713041,1.393227e-7,0.9973652,0.001390536],"study_design_scores_gemma":[0.00003241429,0.00002986434,0.000843795,0.00704996,0.00001351975,0.00001253537,0.000004881836,9.233718e-7,0.0000488304,0.00002216898,0.9916623,0.0002787569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008370192,0.004041797,2.646426e-10,0.0001839695,0.0002333319,0.000139959,0.9951307,0.00006909649,0.000117515],"genre_scores_gemma":[0.00008075094,0.0002197885,0.000003163289,0.0002105527,0.001405617,0.0001086259,0.9971385,0.000001383282,0.0008316067],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06737459,"threshold_uncertainty_score":0.980122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06191357043897589,"score_gpt":0.2555882347975869,"score_spread":0.193674664358611,"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."}}