{"id":"W4234696153","doi":"10.1016/j.jcjo.2014.10.008","title":"Cyclops","year":2014,"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; 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":[0.0001498075,0.0006400748,0.0001927872,0.001446209,0.001351608,0.001141601,0.0005216241,0.0004522279,0.3742385],"category_scores_gemma":[0.0007192444,0.0001469015,0.0002906626,0.001015323,0.0002656775,0.000577034,0.001422426,0.0007132955,0.09236327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007244846,"about_ca_system_score_gemma":0.00102001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006880997,"about_ca_topic_score_gemma":0.01213601,"domain_scores_codex":[0.9997575,0.00002267788,0.000009085526,0.00006697359,0.00008430812,0.00005957073],"domain_scores_gemma":[0.9997167,0.00003138645,0.0000225134,0.00004874292,0.00009584491,0.0000848369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0004844972,0.0001074969,0.004548106,0.0003673855,0.00002214147,0.0007133115,0.0003829475,0.0003228579,0.006093671,0.01552427,0.5733331,0.3981002],"study_design_scores_gemma":[0.00001878789,0.00003575255,0.004119141,0.00005262862,0.00000691257,0.0002040976,0.0001859963,0.000107101,0.001088183,0.000664206,0.9935102,0.000006976985],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01328213,0.0007175929,0.001690344,0.0008601495,0.001435752,0.0002913557,0.007816716,0.001171711,0.9727342],"genre_scores_gemma":[0.09864844,0.001025044,0.00293212,0.001169778,0.0003744852,0.0002634724,0.0086145,0.0003888749,0.8865834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3742385,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616831222377411,"score_gpt":0.2612465083735878,"score_spread":0.2350781961498137,"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."}}