{"id":"W4413601410","doi":"10.64628/aam.xsy5magra","title":"The news about Toronto Mayor John Tory’s affair destroyed his carefully cultivated public image","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Image (mathematics); Media studies; Art history; Political science; History; Art; Sociology; Artificial intelligence; Computer science","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000366188,0.0004514043,0.0004824264,0.00005077071,0.001839696,0.00156846,0.00148481,0.0001582384,0.00233556],"category_scores_gemma":[0.0001544318,0.0002814468,0.0003210383,0.00003927023,0.0005364799,0.0002819969,0.002118901,0.0005134271,0.0005771563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004905489,"about_ca_system_score_gemma":0.0002098189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01977484,"about_ca_topic_score_gemma":0.1464098,"domain_scores_codex":[0.9977106,0.0002168187,0.0006476294,0.000498581,0.0004143949,0.0005119673],"domain_scores_gemma":[0.9967619,0.0003111678,0.000341524,0.001718717,0.0007531744,0.0001134835],"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":[0.00002059382,0.00006264675,0.0001257209,0.00005057404,0.0004799833,0.00000283425,0.02373115,0.000001075603,0.000006515244,0.3026318,0.6670535,0.00583363],"study_design_scores_gemma":[0.000179244,0.00002542123,0.0004864459,0.00004194412,0.00004623963,4.238773e-7,0.06589413,0.00003769258,0.000006566763,0.001483473,0.9314368,0.0003615925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002860526,0.0113783,0.0001986298,0.02241901,0.004772659,0.001014576,0.0001772932,0.001619951,0.9555591],"genre_scores_gemma":[0.2941935,0.01368389,0.0004557973,0.0005146128,0.001950503,0.001146625,0.0002864037,0.0001392937,0.6876294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3011483,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09644051702144663,"score_gpt":0.2892728573711792,"score_spread":0.1928323403497326,"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."}}