{"id":"W7096200208","doi":"","title":"UNDERSTANDING GENRE DEVELOPMENT IN CANADIAN UNIVERSITY WEB SITES FROM THE DESIGNERS ’ PERSPECTIVE","year":2013,"lang":"en","type":"article","venue":"","topic":"Historical Architecture and Urbanism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Similarity (geometry); Function (biology); Consistency (knowledge bases); Web presence; Web design; Web site; Software; Web 2.0","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.00004662518,0.00007525949,0.0000677556,0.00007441535,0.0004717286,0.00006276048,0.0001288589,0.00002297353,0.006082661],"category_scores_gemma":[0.000009658123,0.00004996842,0.00002347368,0.00004104621,0.00008414862,0.00008557602,0.00001732897,0.000101437,0.0002596507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577637,"about_ca_system_score_gemma":0.0002658821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8159411,"about_ca_topic_score_gemma":0.9897554,"domain_scores_codex":[0.9994926,0.00003397086,0.00006132996,0.0001247484,0.00007326629,0.0002140409],"domain_scores_gemma":[0.9996861,0.00009484654,0.00001314949,0.00007052266,0.00003067853,0.0001046525],"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":[0.000003729442,0.00001267748,0.002559225,9.818948e-7,0.00003037411,0.00001265753,0.1848972,0.00000386361,0.00007596604,0.7710138,0.0411737,0.0002158861],"study_design_scores_gemma":[0.0002258322,0.00002361392,0.003152729,0.000009290285,0.00001001177,3.396175e-7,0.158999,0.0001385809,0.00002104037,0.01515874,0.8220283,0.0002325189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1800875,0.00008036955,0.0002289933,0.005317937,0.0001334726,0.000221477,0.00001198065,0.00004324863,0.813875],"genre_scores_gemma":[0.9797979,0.000002147581,0.0001687263,0.0004936882,0.00007397701,0.000001397673,0.000004758918,0.00000518907,0.01945219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7997104,"threshold_uncertainty_score":0.9948259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08461148713220489,"score_gpt":0.18425907174711,"score_spread":0.09964758461490507,"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."}}