{"id":"W2278593049","doi":"10.15200/winn.145580.08184","title":"“Sorry, we will only allow you to email the PDF to one researcher”….","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yesterday; Phone; World Wide Web; Reading (process); Citation; Internet privacy; Media studies; Computer science; History; Library science; Sociology; Political science; Law; Linguistics","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":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005653935,0.000268614,0.000350369,0.0001850685,0.001400693,0.0002103418,0.002956746,0.0004270972,0.007816805],"category_scores_gemma":[0.01594992,0.00015846,0.0001030455,0.001223374,0.0005897118,0.000160266,0.0003960147,0.0008033679,0.01601351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007993749,"about_ca_system_score_gemma":0.00279417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03430141,"about_ca_topic_score_gemma":0.04781987,"domain_scores_codex":[0.9945309,0.001587336,0.0004369054,0.0005147179,0.001867337,0.001062868],"domain_scores_gemma":[0.9926715,0.004557395,0.0002053694,0.001545218,0.0004881608,0.0005322893],"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":[0.0000386785,0.00006108061,0.00003147691,0.00002335717,0.00002629036,9.203377e-7,0.0168682,2.131663e-7,0.000003062306,0.0004830642,0.9727222,0.009741425],"study_design_scores_gemma":[0.00008555914,0.0000813604,0.0006562849,0.0002252601,0.00002981312,3.962742e-7,0.002486678,4.19843e-8,0.000002253284,0.001501823,0.9947003,0.0002302888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"dataset","genre_scores_codex":[0.0006644225,0.0003383354,0.000009151415,0.5328759,0.01117556,0.00497772,0.4460862,0.00006157113,0.003811109],"genre_scores_gemma":[0.001120846,0.0116578,0.0004819131,0.07018121,0.1112676,0.01536009,0.649076,0.0003835318,0.140471],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4626947,"threshold_uncertainty_score":0.9998993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598523640350151,"score_gpt":0.4435284101326863,"score_spread":0.2836760460976712,"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."}}