{"id":"W7071785854","doi":"","title":"Studio 86: Buster the service dog","year":2009,"lang":"en","type":"article","venue":"RIT Scholar Works (Rochester Institute of Technology)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Studio; Quarter (Canadian coin); Service (business); Mile; Feeling","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":[0.0002047653,0.0002186778,0.0002332746,0.0002566373,0.0001101614,0.00006108881,0.0006509278,0.0003357151,0.0000200622],"category_scores_gemma":[0.00006051653,0.0001802624,0.0000642447,0.0008680486,0.00008797162,0.0003921911,0.00005592253,0.0009661372,0.00007870036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005195941,"about_ca_system_score_gemma":0.00002833863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002331561,"about_ca_topic_score_gemma":0.0000107278,"domain_scores_codex":[0.9990463,0.000009494219,0.0002964663,0.0002005819,0.000152932,0.0002941709],"domain_scores_gemma":[0.9990987,0.00001513529,0.0000443106,0.0006888246,0.00009852419,0.00005454115],"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":[0.00005871195,0.0008681673,0.00704576,0.001003317,0.001050418,0.00009042284,0.006089326,0.1587957,0.1046451,0.05384371,0.02364338,0.642866],"study_design_scores_gemma":[0.0009823538,0.0000869248,0.02084976,0.0005608995,0.0001033016,0.0001064091,0.0005563474,0.00160252,0.02394664,0.001822215,0.9486444,0.0007382497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638141,0.005040464,0.006509607,0.01611056,0.001941139,0.0004022216,0.000004727568,0.001635683,0.004541495],"genre_scores_gemma":[0.9918591,0.0002608778,0.006852748,0.0006275274,0.000130919,0.00002660778,0.000008006281,0.00002696792,0.0002072425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.925001,"threshold_uncertainty_score":0.7350885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423734272059905,"score_gpt":0.2526281199624705,"score_spread":0.2383907772418715,"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."}}