{"id":"W7005741552","doi":"","title":"Rule-based automatic criteria detection for assessing quality of online health information","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Web page; Quality (philosophy); Matching (statistics); Credential; The Internet; Line (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002066901,0.00006368551,0.0002658348,0.0001871416,0.0001120816,0.0000486749,0.00007184361,0.00003544951,0.0005459437],"category_scores_gemma":[0.00018763,0.00007462077,0.00007476823,0.0001064644,0.00003998062,0.0003967526,0.00001616404,0.00003359966,0.00014873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001212789,"about_ca_system_score_gemma":0.00002764324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007293005,"about_ca_topic_score_gemma":0.00002969035,"domain_scores_codex":[0.9988908,0.00000731901,0.0007763113,0.0001231145,0.00002410332,0.0001784174],"domain_scores_gemma":[0.999106,0.00008316983,0.0005964024,0.0001324625,0.0000431884,0.00003870382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002843485,0.0009489913,0.02724452,0.003527538,0.0002698837,3.839493e-7,0.008896158,0.0003854502,0.003095862,0.1892726,0.04218577,0.7238885],"study_design_scores_gemma":[0.006456798,0.0003557662,0.5517355,0.0001705563,0.00002041229,0.000001535235,0.008649697,0.2315442,0.004603462,0.0820509,0.1134039,0.001007215],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7048242,0.00006685907,0.2521725,0.0004501401,0.001826835,0.0003346827,0.0007832796,0.00005713505,0.03948433],"genre_scores_gemma":[0.9841778,0.000004752274,0.01507039,0.0002845198,0.00003875265,0.000005151343,0.00004307265,0.000004475528,0.0003710535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7228813,"threshold_uncertainty_score":0.5977701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08674445024018944,"score_gpt":0.3259591714158343,"score_spread":0.2392147211756449,"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."}}