{"id":"W4256290989","doi":"10.1002/essoar.10503497.2","title":"N/A","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"World Wide Web; Email authentication; Electronic mail; Computer science","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":[0.0020381,0.00009925217,0.0002329481,0.00008696075,0.0000291945,0.0006227831,0.001958842,0.00007625585,0.005508703],"category_scores_gemma":[0.001968826,0.00006720584,0.0001213974,0.0001687702,0.00003089741,0.00007567483,0.006216771,0.0002271159,0.01224535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001046741,"about_ca_system_score_gemma":0.00004516539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007228403,"about_ca_topic_score_gemma":0.00003500811,"domain_scores_codex":[0.9974903,0.0001319036,0.0004377584,0.0006231164,0.001215749,0.0001011546],"domain_scores_gemma":[0.9982424,0.0002758122,0.0001418913,0.001175303,0.00007263217,0.00009196992],"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":[0.000002262658,0.000009750492,0.00002571776,0.000007689771,0.00001081086,0.000006016932,0.00009946363,0.00003682602,0.000001847334,0.1341267,0.8213364,0.04433657],"study_design_scores_gemma":[0.0000213249,0.000003797206,0.0003462791,0.000002512474,0.000003651283,7.273499e-8,0.0001649742,0.0005129022,0.00001465896,0.4355239,0.5633435,0.00006244308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0003884199,0.00004003087,0.2365945,0.05548215,0.001488195,0.0002225718,0.0001031446,0.0001454166,0.7055356],"genre_scores_gemma":[0.7102608,0.00008463203,0.03845674,0.04655115,0.0009753623,0.00006142298,0.0002790245,0.00003003875,0.2033008],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7098724,"threshold_uncertainty_score":0.9954004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6549000826400283,"score_gpt":0.5294346348873289,"score_spread":0.1254654477526994,"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."}}