{"id":"W4398906218","doi":"10.7910/dvn/qomp7w/lchawq","title":"map_vpd.xml","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"XML; Computer science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001678237,0.004181537,0.00201444,0.006663788,0.001415683,0.004821446,0.004992937,0.003270451,0.1677776],"category_scores_gemma":[0.01006991,0.001406214,0.001972949,0.009255954,0.0009413519,0.003553674,0.004132928,0.002621612,0.2256234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002059071,"about_ca_system_score_gemma":0.003097105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02489877,"about_ca_topic_score_gemma":0.03492757,"domain_scores_codex":[0.9982097,0.0003325258,0.0002049387,0.0005526233,0.0003817875,0.0003184582],"domain_scores_gemma":[0.9965773,0.0008744011,0.0002180656,0.001235507,0.0007402779,0.0003544348],"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":[0.00003961498,0.00001399732,0.0002272331,0.0004953176,0.00002887399,0.00001286434,0.00002627753,0.0001455853,0.0001050436,0.0004965106,0.9972008,0.001207786],"study_design_scores_gemma":[0.0002149136,0.00002008285,0.001321671,0.0002635045,0.00003031673,0.00005498412,0.00009608752,0.0004176763,0.0005905248,0.001859344,0.9950929,0.00003799062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009212727,0.00006285691,0.00009136788,0.00009063662,0.00004180889,0.00001062116,0.9970468,0.001574627,0.0009891631],"genre_scores_gemma":[0.0003119233,0.00005612041,0.0002528932,0.00005271392,0.000009028726,0.00004527941,0.9982923,0.0003668285,0.0006130433],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8322225,"threshold_uncertainty_score":0.5612718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711934814056757,"score_gpt":0.2657392770005394,"score_spread":0.2386199288599718,"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."}}