{"id":"W4394082119","doi":"10.6084/m9.figshare.6726065","title":"Public FA Data.xlsx","year":2018,"lang":"en","type":"dataset","venue":"Figshare","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002225758,0.000279366,0.0002784897,0.0002085529,0.0002523845,0.001714714,0.007336075,0.0002304571,0.08077978],"category_scores_gemma":[0.002322325,0.0002559851,0.00005468262,0.0003702481,0.00001107897,0.002331069,0.00426656,0.0003210587,0.01837302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003506455,"about_ca_system_score_gemma":0.0004096596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004509671,"about_ca_topic_score_gemma":0.000008073415,"domain_scores_codex":[0.9980407,0.00003318562,0.0004934201,0.0005233614,0.0005236306,0.0003857304],"domain_scores_gemma":[0.9956173,0.0001191268,0.0006538707,0.003110851,0.0003534017,0.0001454019],"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":[9.841181e-8,0.00001578708,2.497362e-8,0.0007673544,0.000009893504,0.000003259779,0.00004345458,3.099915e-7,1.154424e-8,0.00003978822,0.9959033,0.003216792],"study_design_scores_gemma":[0.00006533924,0.00001353601,0.000001151803,0.001224723,0.00000360372,0.00002128028,0.000002241753,0.02241393,0.000002567002,0.0002632676,0.9756832,0.0003052062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[1.532907e-8,0.0001102576,0.001760927,0.0001032578,0.0003754678,0.0001431521,0.9949098,0.0002190216,0.002378095],"genre_scores_gemma":[9.262063e-7,0.000004595689,0.004275694,0.0009302631,0.0005645222,0.00002386819,0.9940478,0.00001051058,0.0001418091],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06240676,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2340365944395954,"score_gpt":0.3135558076220895,"score_spread":0.07951921318249405,"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."}}