{"id":"W2995548499","doi":"10.37113/ideaj.vi0.243","title":"Growing a Discipline","year":2019,"lang":"en","type":"article","venue":"IDEA JOURNAL","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Discipline; Interior design; Strengths and weaknesses; Variety (cybernetics); Context (archaeology); Engineering ethics; Architecture; Design studio; Studio; Sociology; Order (exchange); Pedagogy; Computer science; Mathematics education; Architectural engineering; Engineering; Epistemology; Psychology; Social science; Visual arts","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":[0.007480185,0.0004274087,0.0006396881,0.002849336,0.009883928,0.01270082,0.001579763,0.004713944,0.025073],"category_scores_gemma":[0.008259743,0.0002931092,0.0007172897,0.002962271,0.01483653,0.01209781,0.01415114,0.008827753,0.005870042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006135928,"about_ca_system_score_gemma":0.01294118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002541454,"about_ca_topic_score_gemma":0.004285141,"domain_scores_codex":[0.9938069,0.001929007,0.0002754331,0.001724419,0.001366545,0.0008976904],"domain_scores_gemma":[0.9896777,0.001940118,0.0005819404,0.0009319143,0.002211242,0.004657044],"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":[0.00003291763,0.000145984,0.002848335,0.0002849931,0.0000123404,0.0002890206,0.03767195,0.0001308285,0.001149376,0.6936321,0.07053491,0.1932673],"study_design_scores_gemma":[0.000007114396,0.00004425722,0.001176514,0.0003544241,0.0000044249,0.0002094921,0.009670763,0.00007679102,0.0001028086,0.04846475,0.9398769,0.00001160048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04667205,0.03794345,0.01795936,0.1579279,0.01637272,0.0001831451,0.0001132392,0.0003236268,0.7225045],"genre_scores_gemma":[0.5050555,0.04006951,0.02764016,0.06554087,0.01369929,0.0004579459,0.0002646843,0.0005132986,0.3467587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.025073,"threshold_uncertainty_score":0.0838775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745854997456598,"score_gpt":0.220111330447244,"score_spread":0.202652780472678,"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."}}