{"id":"W4402452967","doi":"10.29173/cais1868","title":"Cross Media Reader Advisory","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Advisory committee; Computer science; Political science; Public administration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02692235,0.0009025042,0.0008799881,0.009017671,0.007341315,0.02481251,0.0044931,0.009096463,0.1663606],"category_scores_gemma":[0.1170688,0.000911692,0.001371393,0.006638593,0.003501984,0.03405618,0.0219938,0.006121284,0.07344559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003230855,"about_ca_system_score_gemma":0.00763446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104375,"about_ca_topic_score_gemma":0.002306773,"domain_scores_codex":[0.9652691,0.01608793,0.002565507,0.003295168,0.009841181,0.00294111],"domain_scores_gemma":[0.8421506,0.08757662,0.007292779,0.01652011,0.02944862,0.01701131],"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":[0.0001333596,0.0002867776,0.004040984,0.001148061,0.00002514244,0.000702785,0.02010709,0.0001043488,0.0009069424,0.08527201,0.5545496,0.332723],"study_design_scores_gemma":[0.000008065368,0.0000348686,0.0004599389,0.0003041188,0.00000977384,0.0002473272,0.005920346,0.0001271287,0.0002619493,0.003843952,0.9887568,0.00002567193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01258697,0.004401539,0.042136,0.08922593,0.02073782,0.001345083,0.00124124,0.007395484,0.8209299],"genre_scores_gemma":[0.1725002,0.004837357,0.04418181,0.07204631,0.01455712,0.002130669,0.002334117,0.003224259,0.6841881],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9751875,"threshold_uncertainty_score":0.5565318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03825257415214597,"score_gpt":0.2677415929925852,"score_spread":0.2294890188404392,"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."}}