{"id":"W4242304435","doi":"10.32920/ryerson.14656068.v1","title":"Storytelling architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Architecture; Commodification; Humanity; Narrative; Sociology; Aesthetics; Architectural engineering; Visual arts; Engineering; Art; Political science; Literature","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":[0.00008136529,0.0001161826,0.0001073456,0.00005082975,0.00001515246,0.000101902,0.0001095955,0.0001376302,0.002080746],"category_scores_gemma":[0.00002550942,0.0001217952,0.00005240992,0.00004628879,0.000005114127,0.00003017334,0.00004687074,0.0006722384,0.00009581648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003511622,"about_ca_system_score_gemma":0.00006058948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001088928,"about_ca_topic_score_gemma":0.00001070648,"domain_scores_codex":[0.9995638,0.00002664065,0.00009819052,0.0001339018,0.0000801046,0.00009741304],"domain_scores_gemma":[0.999565,0.00006867303,0.00001535246,0.0002740088,0.0000266541,0.00005030899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002028381,0.0000301809,0.00002173106,0.0005364505,0.0001566524,0.00001662583,0.003067444,0.894417,0.001328697,0.000393176,0.02800568,0.07202432],"study_design_scores_gemma":[0.00008592935,0.000004361266,0.0002587011,0.000138318,0.00006371283,0.0000290625,0.0008621298,0.02874011,0.005579028,0.00095878,0.9625797,0.0007001156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01442161,0.003502161,0.5995755,0.000462126,0.005937758,0.0001427846,0.000003199936,0.0009083674,0.3750465],"genre_scores_gemma":[0.9260625,0.0006878651,0.06295592,0.0005159814,0.0007670484,0.00003619206,0.0001018428,0.00008400634,0.008788655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9345741,"threshold_uncertainty_score":0.9988315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026592831778458,"score_gpt":0.250592908654454,"score_spread":0.2303269803366695,"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."}}