{"id":"W4388337141","doi":"10.5206/ch.2023.1.16966","title":"Editor's Introduction","year":2023,"lang":"en","type":"article","venue":"Chiasma (London. Print)/Chiasma","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Theme (computing); Politics; Political science; Law; Sociology; 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":[0.00535934,0.002426392,0.002013099,0.003107612,0.00244193,0.006970166,0.005076346,0.008800591,0.2105705],"category_scores_gemma":[0.03519566,0.000838219,0.002059838,0.001429683,0.001556109,0.004147098,0.002347815,0.008519894,0.1075446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002245954,"about_ca_system_score_gemma":0.00469584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662591,"about_ca_topic_score_gemma":0.00255415,"domain_scores_codex":[0.9946066,0.0007289152,0.0005483053,0.0009224216,0.00262946,0.0005644101],"domain_scores_gemma":[0.9761224,0.005218706,0.001515365,0.001079603,0.01310886,0.002955004],"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":[0.00001582522,0.000006389195,0.00002012916,0.0002269986,0.000004547205,0.00003706152,0.000008639429,0.00001779624,0.00002921447,0.000338414,0.993358,0.005937038],"study_design_scores_gemma":[0.00001711488,0.00001341073,0.0001454624,0.0003951474,0.000006900943,0.00006914927,0.00002385454,0.00003242182,0.00005995498,0.0004705741,0.998755,0.00001102463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004360951,0.002390131,0.0001563838,0.03691242,0.9511843,0.00005305909,0.0004442602,0.0001348636,0.008681005],"genre_scores_gemma":[0.001462984,0.006162893,0.0005708638,0.08416842,0.7998933,0.0001819471,0.0005435959,0.0002498342,0.1067661],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2105705,"threshold_uncertainty_score":0.7044287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173203722592025,"score_gpt":0.2621033167723325,"score_spread":0.2403712795464122,"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."}}