{"id":"W2332810470","doi":"10.7202/1035393ar","title":"Design Studies in Canada?","year":2016,"lang":"fr","type":"article","venue":"RACAR Revue d art canadienne","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004949655,0.0003138752,0.000477556,0.0001071858,0.0003466966,0.0000392845,0.0002317524,0.00007115517,0.002437914],"category_scores_gemma":[0.000176899,0.0002336609,0.000079087,0.00008210563,0.0004466927,0.000296618,0.00006366686,0.0001850071,0.0005261305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002421558,"about_ca_system_score_gemma":0.0008870034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8788754,"about_ca_topic_score_gemma":0.9994947,"domain_scores_codex":[0.9977946,0.0002411109,0.0004511784,0.0003954254,0.0001138506,0.001003783],"domain_scores_gemma":[0.9987133,0.0004072999,0.0001191558,0.000297568,0.0001471311,0.0003155693],"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":[0.00004861487,0.00005312611,0.0002302479,0.0002383652,0.0001972916,0.001144696,0.02267865,0.00005309977,0.000183152,0.7183681,0.2080483,0.04875638],"study_design_scores_gemma":[0.0004305684,0.0001195348,0.00007824992,0.001208311,0.00005022198,0.00005363872,0.009438962,0.00002468746,0.0001685296,0.004504296,0.9835128,0.0004101698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7540723,0.07404488,0.0001433243,0.07482548,0.02275038,0.001409767,0.0009249013,0.0001051631,0.0717238],"genre_scores_gemma":[0.5913237,0.001585325,0.00003699461,0.0009710914,0.001632342,0.00003494434,0.000006025673,0.00004046568,0.4043691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7754645,"threshold_uncertainty_score":0.998474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.078588597341391,"score_gpt":0.2480139601829759,"score_spread":0.1694253628415849,"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."}}