{"id":"W2277533846","doi":"10.14288/1.0072482","title":"Looking for emergency contraception online : analysis of internet search patterns and website content","year":2012,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Content analysis; Internet privacy; Business; World Wide Web; Advertising; Computer science; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002630311,0.00002764217,0.0001945883,0.0001020771,0.00007244328,0.00003942533,0.0002268812,0.00005176361,0.00004295077],"category_scores_gemma":[0.00001415794,0.00008550377,0.0001205119,0.0003301409,0.00004368003,0.0005237152,0.0001149106,0.00005682086,8.095535e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002812013,"about_ca_system_score_gemma":0.000009615528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07574923,"about_ca_topic_score_gemma":0.194076,"domain_scores_codex":[0.9993443,0.00004080287,0.0001152959,0.0001956915,0.0001438215,0.0001601114],"domain_scores_gemma":[0.9994414,0.00003586175,0.0001115345,0.0001600181,0.0001761217,0.00007500077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007915539,0.0001194294,0.6270727,0.00006075126,0.0002320426,0.000001858508,0.001000091,0.00001325833,0.001046595,0.0000116396,0.0001256972,0.370308],"study_design_scores_gemma":[0.0003737179,0.00007839724,0.9794614,0.00003935845,0.0001428226,0.000004886377,0.00052722,0.01921728,0.00001020636,0.00002089639,0.00004257759,0.00008125994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7651389,0.000108348,0.2343519,0.00002896615,0.0001376841,0.0001021373,0.00009644594,0.00002054653,0.00001499738],"genre_scores_gemma":[0.998395,0.00009810655,0.001249183,0.000009769415,0.00002512096,2.938285e-7,0.00002337282,0.000003383045,0.0001957591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3702268,"threshold_uncertainty_score":0.9304054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02634896334989202,"score_gpt":0.2153355862400041,"score_spread":0.1889866228901121,"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."}}