{"id":"W4253777567","doi":"10.1007/978-1-4939-7131-2_100670","title":"Misinformation Detection","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Misinformation; Computer science; Psychology; 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":[0.003404249,0.001256123,0.0007571418,0.006064238,0.002058694,0.00961119,0.001433936,0.003795946,0.05372898],"category_scores_gemma":[0.01900676,0.0005155755,0.0005085481,0.003255323,0.0038628,0.01104275,0.003127852,0.003074809,0.02770033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002767354,"about_ca_system_score_gemma":0.003466145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002423859,"about_ca_topic_score_gemma":0.002770721,"domain_scores_codex":[0.9968958,0.0009922924,0.0001125513,0.0003884941,0.001444084,0.0001667705],"domain_scores_gemma":[0.9903128,0.005414793,0.0004737069,0.001328305,0.002165845,0.0003045387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001903405,0.00003536757,0.0004757441,0.0002749635,0.00001203446,0.00008434704,0.0007635567,0.0005080773,0.0002220215,0.3936563,0.2714773,0.3324713],"study_design_scores_gemma":[0.00000368145,0.00001385747,0.0004383578,0.0007051702,0.00001184786,0.0003590753,0.0005491102,0.00145326,0.0009171802,0.2792811,0.7162407,0.00002667884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002201175,0.02547892,0.04452321,0.02173317,0.003718615,0.0001126312,0.0004892844,0.0006494925,0.9010935],"genre_scores_gemma":[0.07798427,0.03128226,0.02827276,0.007021777,0.004819304,0.0001472402,0.001074009,0.0006305897,0.8487678],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05372898,"threshold_uncertainty_score":0.1797414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03519096834857485,"score_gpt":0.2951311935058418,"score_spread":0.2599402251572669,"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."}}