{"id":"W2807830657","doi":"10.1145/3196709.3196756","title":"Prism","year":2018,"lang":"en","type":"article","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Prism; Computer science; Materials science; Optics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003663143,0.001012797,0.0006809001,0.002489347,0.0007788998,0.0038083,0.002614072,0.001203882,0.1675388],"category_scores_gemma":[0.01188571,0.001183653,0.0009608269,0.001972065,0.000823669,0.004019843,0.005408398,0.001794269,0.07258774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007241888,"about_ca_system_score_gemma":0.002216142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364026,"about_ca_topic_score_gemma":0.002788466,"domain_scores_codex":[0.9980841,0.0004667994,0.0002052013,0.0004439278,0.0006942401,0.000105717],"domain_scores_gemma":[0.9925795,0.00237236,0.0003360722,0.002631792,0.001604494,0.0004758153],"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":[0.001086845,0.0002002607,0.003306793,0.003267146,0.0001148648,0.0004276511,0.002150569,0.002060648,0.01981455,0.05264182,0.4256298,0.4892991],"study_design_scores_gemma":[0.00009765738,0.0001009209,0.002165564,0.000241552,0.0000374721,0.0004900461,0.0002357093,0.004695539,0.007886943,0.008916573,0.975072,0.00006008698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.008956862,0.00109888,0.435055,0.001089293,0.000630696,0.00163051,0.03439147,0.2476434,0.269504],"genre_scores_gemma":[0.07849755,0.001643018,0.6308377,0.001359735,0.0002027486,0.002841441,0.0517662,0.04015146,0.1927002],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1675388,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549294684825642,"score_gpt":0.2583658657787866,"score_spread":0.2428729189305302,"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."}}