{"id":"W3162282931","doi":"10.1016/j.cpa.2021.102325","title":"In support of making up users","year":2021,"lang":"en","type":"article","venue":"Critical Perspectives on Accounting","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Underclass; Making-of; Accounting; Sociology; Business; Public relations; Law and economics; Political science; Law; Advertising","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003610084,0.0002296031,0.0003528153,0.0004005613,0.0001096613,0.0003964249,0.0002635159,0.0001026584,0.0007101951],"category_scores_gemma":[0.004765162,0.0002578583,0.0001392713,0.001025899,0.0002541693,0.00235284,0.0002649501,0.0003542263,0.000290589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350468,"about_ca_system_score_gemma":0.00005152641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005489556,"about_ca_topic_score_gemma":0.00004771814,"domain_scores_codex":[0.9980444,0.00001042053,0.0004446012,0.0005919897,0.0003783157,0.0005303223],"domain_scores_gemma":[0.9988489,0.0002426531,0.0001357891,0.0002835352,0.0004768811,0.00001226678],"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":[0.00006154487,0.0003171663,0.02333649,0.0003793393,0.00001524274,0.000240742,0.0004364022,0.00002091975,0.002867618,0.9676111,0.003880524,0.0008328708],"study_design_scores_gemma":[0.006981604,0.0002629419,0.280176,0.004668995,0.0003203173,0.0001700083,0.1252288,0.006964044,0.02185539,0.2564017,0.291162,0.005808154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7018228,0.0002418796,0.000734801,0.005260974,0.001072439,0.0001860165,0.00000988771,0.0001693928,0.2905019],"genre_scores_gemma":[0.9956474,0.000005339457,0.0003782233,0.003034971,0.0005305741,0.000009839277,0.000004528314,0.00004588729,0.0003432517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7112094,"threshold_uncertainty_score":0.9999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511066461235256,"score_gpt":0.3032617069902027,"score_spread":0.2781510423778501,"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."}}