{"id":"W2947773285","doi":"","title":"The Weight of Thoughts and Beauty","year":2018,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Ethics, Aesthetics, and Art","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Beauty; Aesthetics; Art","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001438609,0.00009229632,0.0001176822,0.0001355373,0.002362637,0.0002373551,0.0005027945,0.00004501548,0.00009420198],"category_scores_gemma":[0.00006946379,0.00006778228,0.00004032566,0.00008306988,0.003936771,0.0002077702,0.0004450901,0.0003541659,0.0000346596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004899513,"about_ca_system_score_gemma":0.00004822318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001438833,"about_ca_topic_score_gemma":0.00186944,"domain_scores_codex":[0.998586,0.00004611056,0.0001119548,0.0002233125,0.0006443843,0.0003882154],"domain_scores_gemma":[0.9984577,0.0001448081,0.00005564584,0.0001145531,0.00112298,0.0001042745],"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":[0.00006810694,0.00006853957,0.007127998,0.00003948312,0.00003856812,0.000003500124,0.1296852,7.108988e-9,0.0001544027,0.841166,0.02079973,0.0008484728],"study_design_scores_gemma":[0.0002805455,0.0003448399,0.002370998,0.00003929839,0.00001063077,0.000001179342,0.0851467,0.000008000613,0.0007579463,0.005676976,0.9052747,0.00008810307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7054801,0.00009869113,0.000001292735,0.003880828,0.0001744984,0.0002443434,0.000006588162,0.00003530863,0.2900783],"genre_scores_gemma":[0.9487447,0.0004572365,0.00002501922,0.00003829059,0.000705833,8.138105e-7,5.355594e-7,0.000008728525,0.05001887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8844751,"threshold_uncertainty_score":0.9989362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332223356748589,"score_gpt":0.350283211716188,"score_spread":0.217060876041329,"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."}}