{"id":"W4244695758","doi":"10.1016/j.jcjo.2013.05.015","title":"Cyclops","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Environmental and Biological Research in Conflict Zones","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cyclops; Computer science; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001506039,0.0006444975,0.000194817,0.001434927,0.001351567,0.001145181,0.0005267155,0.0004540702,0.3766033],"category_scores_gemma":[0.0007209933,0.0001481882,0.0002931813,0.001001992,0.0002648636,0.0005771588,0.001421739,0.0007130798,0.09399805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007244619,"about_ca_system_score_gemma":0.001024996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006750934,"about_ca_topic_score_gemma":0.01204971,"domain_scores_codex":[0.9997569,0.00002255303,0.000009085295,0.00006717723,0.00008451672,0.00005982872],"domain_scores_gemma":[0.9997175,0.00003106356,0.00002204109,0.00004897566,0.00009599575,0.00008442568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004790953,0.0001083229,0.004404117,0.0003638744,0.00002171502,0.0006962722,0.00037577,0.0003200308,0.005993637,0.01542544,0.5741588,0.3976529],"study_design_scores_gemma":[0.00001911439,0.00003631259,0.004003553,0.00005200908,0.000006931132,0.0002023249,0.0001820767,0.0001073843,0.001101253,0.0006648958,0.9936172,0.000006997128],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01294749,0.0007052372,0.001710086,0.000850697,0.001421594,0.0002937755,0.00766727,0.00118353,0.9732204],"genre_scores_gemma":[0.09501185,0.001008954,0.002920867,0.001144041,0.0003676084,0.0002638594,0.008403803,0.0003868993,0.8904921],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3766033,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799575866558924,"score_gpt":0.2567186866833674,"score_spread":0.2287229280177782,"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."}}