{"id":"W3211936646","doi":"10.20897/ejsteme/11322","title":"Tech Lunar Toilet: A STEM Project with High School Students","year":2021,"lang":"en","type":"article","venue":"European Journal of STEM Education","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Toilet; Outreach; Robotics; Artificial intelligence; Engineering management; Computer science; Engineering; Architectural engineering; Robot; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.000332386,0.000118687,0.0001388894,0.0001433537,0.00003363444,0.00008169725,0.0001941986,0.00002328386,0.00004034218],"category_scores_gemma":[0.000009977426,0.00009583907,0.00003742977,0.0003423657,0.00001303539,0.0001736305,0.00001661949,0.000244906,0.00005892111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377741,"about_ca_system_score_gemma":0.0002879129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001777102,"about_ca_topic_score_gemma":4.379516e-7,"domain_scores_codex":[0.9990435,0.00007908175,0.0003246344,0.00009946143,0.0003150703,0.0001382149],"domain_scores_gemma":[0.9993824,0.00001592421,0.00009275385,0.0001600342,0.0002095394,0.0001393543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001576275,0.002547376,0.03235518,0.003426725,0.001159917,0.0005659714,0.008740322,0.006776365,0.0424655,0.0004449162,0.2654742,0.6358858],"study_design_scores_gemma":[0.003351956,0.001219357,0.5353792,0.005238209,0.0003690271,0.003177589,0.01159945,0.0003542092,0.0246495,0.00005373518,0.4132089,0.001398878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990735,0.00143608,0.002680422,0.0003139273,0.002176735,0.00009440064,0.000001970373,0.00007359493,0.002487849],"genre_scores_gemma":[0.995003,0.0001518324,0.002350459,0.0000573748,0.0007662196,0.000004217609,0.00000656645,0.00004668467,0.001613628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.634487,"threshold_uncertainty_score":0.3908204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124681348784783,"score_gpt":0.2260399531862472,"score_spread":0.2147931396983994,"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."}}