{"id":"W3177122581","doi":"10.1145/3450741.3465266","title":"Stories Incarnate","year":2021,"lang":"en","type":"article","venue":"Creativity and Cognition","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Ontario Ministry of Research and Innovation; Canada Foundation for Innovation","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00008488684,0.00005652941,0.00006757855,0.00005418511,0.0001461799,0.00008335111,0.00006271873,0.00005082653,0.00002876693],"category_scores_gemma":[0.00009724851,0.00005930674,0.00001305457,0.0002262492,0.00006621992,0.000613866,0.00009281634,0.0001185623,0.00002505592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001731499,"about_ca_system_score_gemma":0.00002466718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005030804,"about_ca_topic_score_gemma":0.00001926509,"domain_scores_codex":[0.999546,0.00005214629,0.00006810925,0.0001830061,0.00006974601,0.00008098672],"domain_scores_gemma":[0.9995439,0.00005637424,0.00004046267,0.0001228237,0.0002226304,0.00001382699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001245417,0.0001334964,0.001857963,0.00002315705,0.00004424476,0.00008867385,0.001324268,5.345924e-7,0.0478149,0.7705367,0.0005390797,0.1776246],"study_design_scores_gemma":[0.0006781848,0.0001653124,0.03310129,0.00009079894,0.00002657878,0.0003003754,0.0007465711,0.001880341,0.6889533,0.2598824,0.01384075,0.0003341071],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6395345,0.0001100584,0.3208797,0.001451241,0.0002423924,0.00005492699,0.000003416821,0.0002067098,0.03751707],"genre_scores_gemma":[0.9966703,0.00002521737,0.00253262,0.0002489094,0.00002941415,0.00001135854,0.00001063501,0.000002241841,0.0004693074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6411384,"threshold_uncertainty_score":0.2418459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585523123020324,"score_gpt":0.2966299046801972,"score_spread":0.260774673449994,"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."}}