{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05166829,0.00140266,0.001364268,0.008791209,0.003474461,0.02435941,0.002211114,0.004968936,0.02071217],"category_scores_gemma":[0.09243229,0.00137939,0.001254748,0.009656996,0.02601324,0.01965098,0.01008752,0.004158255,0.003140399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00371594,"about_ca_system_score_gemma":0.003838042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001252603,"about_ca_topic_score_gemma":0.00114104,"domain_scores_codex":[0.8955,0.09352906,0.003598511,0.002422364,0.004309274,0.0006408265],"domain_scores_gemma":[0.7979586,0.1857849,0.003392028,0.009005763,0.002707899,0.001150828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001020897,0.00007435709,0.0006095121,0.003758834,0.00005576582,0.0003216081,0.03837234,0.001472645,0.001025261,0.8226265,0.009569271,0.1220118],"study_design_scores_gemma":[0.0001209928,0.0001909206,0.0005909218,0.006296452,0.00007413845,0.000910618,0.01926433,0.002875365,0.001257581,0.5409812,0.427345,0.00009250177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01155507,0.06979898,0.6554087,0.0251596,0.006004327,0.001221058,0.0006458418,0.001776788,0.2284297],"genre_scores_gemma":[0.2586711,0.03590438,0.6538369,0.007141777,0.003207125,0.006789018,0.0005886451,0.00144342,0.03241771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05166829,"threshold_uncertainty_score":0.2732513,"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."}}