{"id":"W4254032294","doi":"10.15353/cjo.79.443","title":"Optocase Mini","year":2017,"lang":"de","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Mobile and Web Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004619232,0.001167968,0.002280056,0.01188895,0.003557442,0.006124364,0.01209123,0.0009497947,0.001838032],"category_scores_gemma":[0.002128745,0.001202359,0.001644005,0.003610042,0.001629554,0.003938135,0.0002222024,0.003411456,0.0005535737],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002497484,"about_ca_system_score_gemma":0.03585582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0124699,"about_ca_topic_score_gemma":0.005346936,"domain_scores_codex":[0.9900397,0.0004282895,0.00385308,0.0008731167,0.001816256,0.002989534],"domain_scores_gemma":[0.9677041,0.0004980264,0.007226223,0.003060174,0.004538624,0.0169729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005070494,0.0001260873,0.8682187,0.0001642091,0.001452103,0.01231832,0.001483987,0.0003227801,0.00008730862,0.0002422893,0.1007599,0.01477361],"study_design_scores_gemma":[0.003212299,0.000943365,0.7437508,0.001646381,0.0008570062,0.009922924,0.0006969122,0.0007412368,0.0007230818,0.00005447968,0.2358114,0.00164013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9005732,0.03257486,0.01985591,0.0191981,0.02050895,0.0007741926,0.0007666559,0.00001628328,0.005731836],"genre_scores_gemma":[0.9811497,0.001050156,0.01054226,0.001143948,0.004815427,0.000006812267,0.000009324597,0.0001569861,0.001125377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1350515,"threshold_uncertainty_score":0.9993104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109099160211411,"score_gpt":0.3192340701124943,"score_spread":0.2981430785103802,"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."}}