{"id":"W2995011021","doi":"10.37113/ideaj.vi0.221","title":"Visual and Textual Interfaces in Design Research","year":2019,"lang":"en","type":"article","venue":"IDEA JOURNAL","topic":"Architecture, Art, Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Phenomenon; Narrative; Meaning (existential); Conversation; Perspective (graphical); Qualitative research; Narrative inquiry; Epistemology; Computer science; Sociology; Linguistics; Social science; Communication; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001502139,0.00006683425,0.00009161604,0.0002803531,0.0002688344,0.000302893,0.0001096914,0.00002385648,0.002231535],"category_scores_gemma":[0.00006464084,0.00005255163,0.0000160315,0.00003050661,0.000143349,0.000245833,0.00003279474,0.00047997,0.0002405024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004567782,"about_ca_system_score_gemma":0.0001003002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001350728,"about_ca_topic_score_gemma":0.0005763876,"domain_scores_codex":[0.9989421,0.0003181803,0.0001732611,0.0001100775,0.0002226363,0.0002337857],"domain_scores_gemma":[0.9994636,0.0002755773,0.00004573674,0.0000633317,0.00009053718,0.00006119753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006566097,0.0004570213,0.02066547,0.00009892834,0.00009279385,0.00005859033,0.6305759,0.0003470806,0.004810918,0.09943009,0.04635325,0.1964534],"study_design_scores_gemma":[0.004170429,0.005323791,0.03438936,0.0009056257,0.00003537079,0.0008902953,0.2059651,0.003351472,0.005847214,0.1321172,0.6058152,0.001189039],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767892,0.0003537811,0.00009443433,0.0006892849,0.0003323628,0.0001302231,8.981289e-7,0.000008463616,0.02160129],"genre_scores_gemma":[0.9941706,0.0000375336,0.0001453871,0.0000649045,0.0005648773,0.000002475932,5.618246e-7,0.00001045955,0.005003176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5594619,"threshold_uncertainty_score":0.9986805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09138985930831772,"score_gpt":0.3544910917165509,"score_spread":0.2631012324082332,"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."}}