{"id":"W4398424321","doi":"10.7910/dvn/bki1x3/wrfwci","title":"functions.R","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Statistical and Computational Modeling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geology; Geography","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":[0.0001167664,0.0002057651,0.0002149632,0.0001316309,0.00009389183,0.000222749,0.00136787,0.0001277099,0.004981533],"category_scores_gemma":[0.00009806416,0.0001937793,0.00007637719,0.0001923788,0.00002742878,0.0003669669,0.0007881721,0.0002855981,0.4602029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004277876,"about_ca_system_score_gemma":0.0001612976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006761085,"about_ca_topic_score_gemma":0.000005040051,"domain_scores_codex":[0.998498,0.00004547322,0.0002384699,0.0005559943,0.0004233448,0.0002387446],"domain_scores_gemma":[0.9981986,0.0002019717,0.00009957432,0.00129781,0.00009747358,0.0001045607],"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":[0.000003587007,0.00003236749,3.153412e-7,0.00003392401,0.000022927,0.00002988422,0.000002628184,0.0004864664,4.529616e-7,0.002963987,0.9950922,0.00133123],"study_design_scores_gemma":[0.0001481193,0.00003037895,0.00000882885,0.00002840372,0.00002310988,0.00001739821,0.000002487652,0.03219235,4.344115e-7,0.001312648,0.9660029,0.0002329668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[1.709081e-7,5.366888e-7,0.4023501,0.000008502563,0.001045086,0.00007080076,0.5963526,0.00004031104,0.0001319315],"genre_scores_gemma":[0.000004070354,0.00002005271,0.01388763,0.0008021885,0.0001840609,0.00001271573,0.9845209,0.000006721283,0.0005616687],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4552214,"threshold_uncertainty_score":0.995928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02927364741532882,"score_gpt":0.2549428572118383,"score_spread":0.2256692097965095,"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."}}