{"id":"W4251358495","doi":"10.3233/efi-180232","title":"Evaluating online health information sources using a mixed methods approach: Part 2","year":2019,"lang":"en","type":"article","venue":"Education for Information","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Information retrieval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008936979,0.0002318623,0.0003857001,0.0005422771,0.001218168,0.0001283231,0.0002497527,0.0002440679,0.0005935961],"category_scores_gemma":[0.001612963,0.0002115042,0.0001088303,0.0005993407,0.00002739691,0.01231009,0.00007729809,0.0004861614,0.0007837371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007663897,"about_ca_system_score_gemma":0.003814795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003097338,"about_ca_topic_score_gemma":0.000006367532,"domain_scores_codex":[0.9943975,0.0008671551,0.00351238,0.0001678527,0.0004488108,0.0006063597],"domain_scores_gemma":[0.9942312,0.000482221,0.003080297,0.0005037102,0.001461567,0.0002410578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001657845,0.0001798056,0.00653029,0.006083127,0.00002445555,8.644158e-10,0.07291322,0.003272227,0.00001406019,0.009476604,0.01995378,0.8813866],"study_design_scores_gemma":[0.001113087,0.0001301991,0.005856636,0.000269917,0.00001311191,0.000001572697,0.05077032,0.2915945,0.00001781011,0.0004438344,0.6495455,0.0002435372],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5844235,0.0001007126,0.3846301,0.001214133,0.007585226,0.008454206,0.0003463537,0.0003427238,0.01290305],"genre_scores_gemma":[0.08149774,0.00003044802,0.8678917,0.03117471,0.0008762098,0.001116148,0.01663846,0.00003078695,0.0007438427],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8811431,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2303824637910067,"score_gpt":0.5965755018995784,"score_spread":0.3661930381085717,"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."}}