{"id":"W2263107673","doi":"","title":"If My Eyes Could Speak","year":2013,"lang":"en","type":"article","venue":"Divergent/Convergent","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Optometry; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004650274,0.00109674,0.0007784038,0.001024242,0.009459745,0.01224853,0.00142451,0.007884095,0.06006076],"category_scores_gemma":[0.05297577,0.0003104909,0.0008277869,0.0006112867,0.01112228,0.01195368,0.007293575,0.02334599,0.03553946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001997774,"about_ca_system_score_gemma":0.003464554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003894567,"about_ca_topic_score_gemma":0.005400127,"domain_scores_codex":[0.9960961,0.001372867,0.0001654606,0.0006214933,0.001030582,0.0007136113],"domain_scores_gemma":[0.986454,0.004117358,0.001078312,0.001080177,0.005084381,0.002185716],"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":[0.00005669296,0.00001686134,0.0006246556,0.00009090414,0.00001524067,0.0003357757,0.005165993,0.00001478775,0.0001823027,0.08360414,0.8957671,0.01412553],"study_design_scores_gemma":[0.00002761711,0.00001695158,0.0004026535,0.0004314201,0.00001977889,0.0006295158,0.02148787,0.00005000222,0.0001920662,0.06001696,0.91668,0.00004515644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001245924,0.002870261,0.001459694,0.8388162,0.06768004,0.00001832823,0.0001360642,0.0001214546,0.08765203],"genre_scores_gemma":[0.05170553,0.002677413,0.001560063,0.5824993,0.0406707,0.0001370474,0.0001349811,0.0004475422,0.3201675],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06006076,"threshold_uncertainty_score":0.2009233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06226034656965101,"score_gpt":0.3442246495238326,"score_spread":0.2819643029541816,"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."}}