{"id":"W2770263793","doi":"10.15168/xy.v2i3.58","title":"Lucio Saffaro, un incontro","year":2017,"lang":"it","type":"article","venue":"Università degli Studi di Trento","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Escher; Coxeter group; Encyclopedia; Exhibition; Art history; Art; Mathematics; Classics; Philosophy; Computer science; Combinatorics; Linguistics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001109426,0.0004058396,0.0004118019,0.0001853374,0.001291984,0.0001736501,0.0007744596,0.0001486427,0.0003346835],"category_scores_gemma":[0.00004457495,0.0004448952,0.0002324537,0.0001136638,0.0001382644,0.0002950865,0.0003269698,0.0003167014,0.0004117391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000246637,"about_ca_system_score_gemma":0.00006347668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001123187,"about_ca_topic_score_gemma":0.00009657816,"domain_scores_codex":[0.9983757,0.00008118812,0.0002316656,0.0004396724,0.0003534967,0.0005183468],"domain_scores_gemma":[0.9986702,0.0001353105,0.0001581786,0.0007196799,0.00009505129,0.0002215619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009461328,0.00156075,0.1047768,0.0005453366,0.011682,0.003619774,0.02386288,0.194611,0.00129663,0.209381,0.09706711,0.3506506],"study_design_scores_gemma":[0.01393127,0.0008096894,0.4310054,0.0004980949,0.002240699,0.00006810778,0.004304617,0.0336177,0.001284253,0.009605091,0.4991103,0.003524756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1711898,0.005763491,0.1220697,0.00308683,0.004721172,0.001078681,0.0001887394,0.0005959198,0.6913056],"genre_scores_gemma":[0.98659,0.0001711479,0.0006889728,0.00007527457,0.0002746583,0.000002802619,0.0000165569,0.00004710986,0.0121335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8154002,"threshold_uncertainty_score":0.9998003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068707258496555,"score_gpt":0.210055698042999,"score_spread":0.1993686254580335,"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."}}