{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002391477,0.00007611822,0.0001173225,0.00006515705,0.0005827821,0.0001046249,0.0001197977,0.0000222737,0.004176748],"category_scores_gemma":[0.00001186732,0.00005857418,0.0001135896,0.00001224792,0.00008331989,0.0002212697,0.00002026637,0.0002558474,0.0003993148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004839491,"about_ca_system_score_gemma":0.00004427641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002656068,"about_ca_topic_score_gemma":0.00009782061,"domain_scores_codex":[0.9993833,0.00004756611,0.0001517363,0.0000759077,0.0001683639,0.000173093],"domain_scores_gemma":[0.9997044,0.00004189011,0.00006816705,0.00007258301,0.00004351464,0.00006944084],"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":[0.0001178594,0.0001067672,0.0009171727,0.00005659291,0.0001379183,0.0001103622,0.3170795,0.00008152346,0.001363357,0.5764871,0.04018693,0.06335495],"study_design_scores_gemma":[0.000354717,0.0001234679,0.0002374205,0.00003595993,0.00001792875,0.00004295397,0.003824197,0.00003073795,0.00002527423,0.02443879,0.9707076,0.000160944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6440562,0.0008763279,0.000338882,0.0007097656,0.003384839,0.00009088872,0.000005260737,0.00005243409,0.3504854],"genre_scores_gemma":[0.9567166,0.00001316039,0.00006952482,0.000476272,0.002837241,9.681798e-7,0.000001147104,0.00001516196,0.03986992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9305207,"threshold_uncertainty_score":0.9967335,"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."}}