{"id":"W2607592459","doi":"10.1016/j.jcjo.2017.03.013","title":"Formalin: a Formaldehyde Analogue","year":2017,"lang":"en","type":"letter","venue":"Canadian Journal of Ophthalmology","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Phosphate buffered saline; Formaldehyde; Buffer (optical fiber); Reading (process); Computer science; Buffer solution; Chemistry; Chromatography; Philosophy; Linguistics; Biochemistry; Telecommunications","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002449141,0.0003595313,0.0007376102,0.0006261105,0.0009052131,0.000252506,0.00140848,0.001177241,0.007524381],"category_scores_gemma":[0.0001273838,0.0002936042,0.0003967107,0.00001607641,0.001185523,0.0003723922,0.00003580963,0.002909253,0.0001329132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448756,"about_ca_system_score_gemma":0.001158613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007850125,"about_ca_topic_score_gemma":0.01453558,"domain_scores_codex":[0.9981335,0.00007094884,0.0005860481,0.0002078993,0.0001679021,0.0008336972],"domain_scores_gemma":[0.9976585,0.00004164697,0.0009987428,0.0005294738,0.0004545211,0.0003171504],"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":[0.000005099394,0.000004193083,0.0001339506,0.0000409337,0.0001829268,0.1161921,0.002228566,4.151196e-7,2.608009e-7,0.003819769,0.8772812,0.0001105857],"study_design_scores_gemma":[0.0002012207,0.0003237855,0.00003695627,0.00007562066,0.0001035452,0.1424042,0.0004151611,6.86175e-7,0.000002343442,0.005628961,0.8505335,0.0002740427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003484588,0.002849177,0.000003878527,0.5213977,0.005881074,0.0001878563,0.0006634913,0.00001777071,0.4655145],"genre_scores_gemma":[0.6095583,0.00003936212,0.0001378282,0.1882638,0.03683158,0.00002100906,0.0005300102,0.0001755962,0.1644425],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6060737,"threshold_uncertainty_score":0.9999516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0473579406186832,"score_gpt":0.2514031287913809,"score_spread":0.2040451881726977,"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."}}