{"id":"W2595701487","doi":"10.22323/1.276.0115","title":"STEAM: Education and Communication with Art at ATLAS and CMS","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"High Energy Physics; European Commission; CERN; TRIUMF","keywords":"Outreach; The arts; Social connectedness; Public relations; Engineering ethics; Political science; Mathematics education; Engineering; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178327,0.0001482472,0.0002034016,0.0002126804,0.0002841924,0.000556033,0.0004390078,0.0001291703,0.0003960176],"category_scores_gemma":[0.0001666638,0.00008037788,0.00002242132,0.0001795632,0.0002284972,0.0003281119,0.001993708,0.0001881569,0.0002653531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008690521,"about_ca_system_score_gemma":0.0003739789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001669528,"about_ca_topic_score_gemma":0.001710767,"domain_scores_codex":[0.9979765,0.0002682468,0.0003162479,0.000512414,0.0007755692,0.0001510668],"domain_scores_gemma":[0.9975156,0.0004163762,0.0002050028,0.0009592995,0.0007640541,0.0001396659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008835929,0.0002401683,0.03252572,0.0000721977,0.00007763819,0.000002843302,0.00277624,0.000008288856,0.0009053272,0.02525572,0.6396943,0.297558],"study_design_scores_gemma":[0.001523814,0.001062497,0.1012104,0.0009648338,0.00005852829,0.0001277243,0.01105146,0.003251093,0.002256942,0.6018535,0.2754556,0.001183648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7306072,0.001906779,0.002600062,0.01993624,0.0002266065,0.0007938944,0.00003503987,0.00004148201,0.2438527],"genre_scores_gemma":[0.8179356,0.0002961546,0.001526469,0.0001032923,0.00008914722,0.0001058383,0.00005597806,0.00001088899,0.1798767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5765978,"threshold_uncertainty_score":0.536184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0636027061624256,"score_gpt":0.4218906520570753,"score_spread":0.3582879458946497,"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."}}