{"id":"W4386255891","doi":"10.3138/jvme-2023-0098","title":"Teaching Tip: Designing Three-Dimensional (3-D) Printed Struvite and Calcium Oxalate Crystals for Microscopic Examination","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"3d printed; Computer science; Ammonium oxalate; 3d printer; Medical education; 3D printing; Biomedical engineering; Medicine; Chemistry; Mechanical engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006525,0.0001001981,0.0001860695,0.0002502369,0.00007751365,0.00001297874,0.0001163995,0.0001771323,0.00003416327],"category_scores_gemma":[0.0008231045,0.00008908168,0.00004455181,0.0001266554,0.00006659131,0.0001469597,0.00003556454,0.000403965,0.000003025139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006595005,"about_ca_system_score_gemma":0.0001872014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003901967,"about_ca_topic_score_gemma":0.000001170296,"domain_scores_codex":[0.9990311,0.00004864028,0.000369893,0.00009999472,0.0002653618,0.0001850361],"domain_scores_gemma":[0.9993544,0.000209471,0.0001000108,0.00006984464,0.00007540717,0.0001908213],"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":[0.00006653139,0.0001310665,0.0004272917,0.0004867431,0.0000949336,0.00006708848,0.0005764965,0.0001379524,0.07877742,0.0005975043,0.004991168,0.9136458],"study_design_scores_gemma":[0.007777127,0.005849481,0.108777,0.006395222,0.0003397484,0.007451078,0.002416732,0.383702,0.01662743,0.01527719,0.4439186,0.001468419],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570254,0.0005923899,0.03990966,0.001174547,0.001030923,0.0001267567,0.000001511871,0.00009509133,0.000043731],"genre_scores_gemma":[0.9939801,0.0001093844,0.005380793,0.000125754,0.0002865836,0.00001547595,0.0000116447,0.00001899027,0.00007125044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9121774,"threshold_uncertainty_score":0.3632646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04529021082121133,"score_gpt":0.3448512652895016,"score_spread":0.2995610544682903,"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."}}