{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001263566,0.002238962,0.002010351,0.004448004,0.001129051,0.003416193,0.003468302,0.002347451,0.3129019],"category_scores_gemma":[0.01020744,0.001041446,0.001352392,0.009139588,0.0007114479,0.001700012,0.002123432,0.001969277,0.1625135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002960278,"about_ca_system_score_gemma":0.005946448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1329066,"about_ca_topic_score_gemma":0.1849174,"domain_scores_codex":[0.9989293,0.0001278359,0.000150108,0.000306121,0.0002041682,0.0002823488],"domain_scores_gemma":[0.9945961,0.002151047,0.0005069917,0.0009838821,0.001254655,0.0005073632],"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":[0.00005953095,0.0000145023,0.0006841638,0.0006972357,0.00002422626,0.00001498834,0.000017887,0.0001314835,0.00004041252,0.0002408065,0.9969675,0.001107145],"study_design_scores_gemma":[0.0004964863,0.0000244032,0.0085598,0.0007698414,0.00005491919,0.00005233024,0.0001012023,0.0003385534,0.00031537,0.00108141,0.9881535,0.00005216502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003220856,0.00001264669,0.00001312263,0.00003310179,0.000008062259,0.000004411404,0.9995353,0.0001188169,0.0002423321],"genre_scores_gemma":[0.000407184,0.00005475218,0.0001605949,0.00006276818,0.000009716578,0.00008877154,0.9981444,0.0001143495,0.0009573611],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3129019,"threshold_uncertainty_score":0.980062,"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."}}