{"id":"W2944736202","doi":"10.15353/cjo.78.472","title":"Is it Time to Look at What We Do?","year":2016,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02693097,0.001328946,0.001734765,0.002746488,0.009716474,0.01478801,0.00266732,0.009055098,0.03542527],"category_scores_gemma":[0.09012575,0.0007363727,0.001551617,0.002063146,0.01539218,0.02425972,0.006418249,0.02469211,0.01816331],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009868508,"about_ca_system_score_gemma":0.06285676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09882326,"about_ca_topic_score_gemma":0.157247,"domain_scores_codex":[0.9868896,0.004109407,0.0007738774,0.0008424557,0.004922422,0.002462165],"domain_scores_gemma":[0.8941268,0.02001217,0.003394227,0.002714669,0.04744239,0.03230972],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008178135,0.000142656,0.00280435,0.0006600576,0.00007770821,0.0001962686,0.002019233,0.0001111945,0.0002137238,0.02057647,0.8283018,0.1448148],"study_design_scores_gemma":[0.00005636947,0.00008137494,0.002568482,0.003640818,0.00007995642,0.0004308035,0.01951642,0.0001107632,0.0001881751,0.05128258,0.921918,0.0001261513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005641578,0.0248406,0.001143638,0.939984,0.02662142,0.00002056942,0.0001135025,0.00008870499,0.006623383],"genre_scores_gemma":[0.05036937,0.09889293,0.01417993,0.7659577,0.03317111,0.0002944559,0.0004104155,0.0006862923,0.03603785],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9901315,"threshold_uncertainty_score":0.1964961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05470311823937609,"score_gpt":0.4181196587042279,"score_spread":0.3634165404648518,"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."}}