{"id":"W4413500115","doi":"10.64628/aam.sh9jeenua","title":"5 expert tips to protect yourself from online misinformation","year":2023,"lang":"en","type":"article","venue":"","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Misinformation; Internet privacy; Computer science; Business; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01092077,0.000887736,0.0005709822,0.001537872,0.004490891,0.005637355,0.001834104,0.01728467,0.06462111],"category_scores_gemma":[0.06097098,0.0004973401,0.0009920837,0.0005620085,0.003377824,0.009672537,0.003961393,0.01631604,0.03229589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001309032,"about_ca_system_score_gemma":0.005401333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00343193,"about_ca_topic_score_gemma":0.01114615,"domain_scores_codex":[0.9903329,0.004600334,0.0006921636,0.0005836078,0.002903864,0.000887178],"domain_scores_gemma":[0.9494684,0.02680234,0.00138481,0.003262524,0.01433051,0.004751408],"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":[0.00001287075,0.00007086457,0.0004129647,0.0001192027,0.000006332406,0.000290239,0.0007934556,0.00005009615,0.0002130013,0.007997502,0.9438962,0.04613724],"study_design_scores_gemma":[0.00002010462,0.00003399017,0.0007946188,0.001214162,0.00001315179,0.001104026,0.003883573,0.0001462002,0.0003122448,0.02669063,0.9657411,0.00004631405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001063176,0.006919316,0.007913823,0.8803697,0.01960021,0.0001231471,0.0001789409,0.0004572468,0.08337446],"genre_scores_gemma":[0.01882938,0.00787659,0.02050584,0.765682,0.01389174,0.0002305204,0.0002218369,0.0002800478,0.172482],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06462111,"threshold_uncertainty_score":0.2161792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06371229874397617,"score_gpt":0.3513704501782501,"score_spread":0.2876581514342739,"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."}}