{"id":"W2094390044","doi":"10.1002/acp.1504","title":"Criteria‐based content analysis of true and suggested accounts of events","year":2008,"lang":"en","type":"article","venue":"Applied Cognitive Psychology","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Victoria","funders":"John Randolph Foundation; John Randolph and Dora Haynes Foundation; National Science Foundation","keywords":"Psychology; Content analysis; Event (particle physics); Social psychology; Discriminative model; Content (measure theory); Artificial intelligence; Computer science","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":[0.01073167,0.0002861259,0.00038607,0.007761329,0.0007555924,0.002815855,0.0008310894,0.0004075952,0.002587775],"category_scores_gemma":[0.09810735,0.0001863634,0.0003547387,0.003733089,0.002188,0.002227581,0.002060724,0.0006747237,0.0001861441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175166,"about_ca_system_score_gemma":0.001138114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421854,"about_ca_topic_score_gemma":0.001693956,"domain_scores_codex":[0.9892855,0.006291447,0.0009505489,0.0005981234,0.002638741,0.0002356351],"domain_scores_gemma":[0.8604523,0.1000425,0.01152475,0.009194149,0.01771648,0.001069837],"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":[0.00307068,0.0005441057,0.2527128,0.002665025,0.0004390195,0.0007872939,0.1925607,0.004083697,0.05468816,0.06910929,0.004140753,0.4151984],"study_design_scores_gemma":[0.000203361,0.0007947127,0.6578434,0.001189575,0.0004363866,0.001401896,0.08832856,0.07456931,0.06398751,0.08419107,0.02656893,0.0004853693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9471284,0.0002212411,0.03889051,0.0002046006,0.00004122171,0.0007775318,0.0006878929,0.0001469419,0.01190167],"genre_scores_gemma":[0.9805661,0.00007119503,0.01823975,0.00002362659,0.00001649767,0.0003308562,0.0002858475,0.00002806166,0.0004379852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073167,"threshold_uncertainty_score":0.05675519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1470583980134678,"score_gpt":0.4148667643281308,"score_spread":0.267808366314663,"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."}}