{"id":"W4229612650","doi":"10.18260/1-2--15421","title":"Cinderella Project","year":2020,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dance; Beauty; Visual arts; Outreach; Yesterday; Subject matter; Art history; Engineering; Sociology; Art; Aesthetics; Pedagogy; Curriculum; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.000008429706,0.00003739847,0.0000341404,0.00001371678,0.00000506445,0.00000721054,0.00003579033,0.00001692951,0.0003930096],"category_scores_gemma":[0.000005895582,0.0000354803,0.00001143878,0.00007270792,0.000002013444,0.00001717267,0.00000306698,0.00004428155,0.0002589439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004701419,"about_ca_system_score_gemma":0.000007906442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002723224,"about_ca_topic_score_gemma":8.939746e-7,"domain_scores_codex":[0.9998296,0.00000143108,0.00004136018,0.00003940417,0.00002691388,0.00006121836],"domain_scores_gemma":[0.9999095,0.000006227001,0.000001454716,0.00004100209,0.000004238739,0.00003763563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002935393,0.00001468958,0.0008534278,0.0002656934,0.00004811725,0.000004196903,0.004762096,0.07157473,0.01250722,0.009989606,0.8875638,0.01241354],"study_design_scores_gemma":[0.0001037563,0.00001371787,0.0005669881,0.000002266222,0.000002453795,0.000002311206,0.0001599042,0.1104886,0.00456945,0.00001375867,0.8839437,0.0001331192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07283234,0.0003600757,0.0816462,0.003102002,0.0008941972,0.0001944247,0.000003043937,0.003562772,0.837405],"genre_scores_gemma":[0.9973055,0.00001724681,0.001393832,0.0004482115,0.0001293296,0.000003833499,0.000002034321,0.0000130841,0.0006869414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9244732,"threshold_uncertainty_score":0.430318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04841569071757661,"score_gpt":0.2576988919100478,"score_spread":0.2092832011924712,"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."}}