{"id":"W4236908309","doi":"10.1109/cjece.2007.4407662","title":"CCECE 2007","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001174734,0.002610881,0.001933057,0.002231521,0.001498928,0.0058072,0.001958618,0.002911439,0.5705749],"category_scores_gemma":[0.002581594,0.0006276288,0.001150863,0.003380628,0.001364439,0.001701126,0.002025602,0.002022584,0.4856946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003257439,"about_ca_system_score_gemma":0.003385266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02936573,"about_ca_topic_score_gemma":0.05404457,"domain_scores_codex":[0.999015,0.000097046,0.00003878704,0.0002178535,0.0004752317,0.000156134],"domain_scores_gemma":[0.9979507,0.0002167066,0.00004090955,0.0003977738,0.001162994,0.0002309113],"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":[0.0001762555,0.00005079843,0.0001251204,0.0002009239,0.00003396656,0.00014311,0.00002236675,0.004928814,0.00189559,0.007879175,0.7431444,0.2413996],"study_design_scores_gemma":[0.0000377327,0.00004699813,0.0004174276,0.0001322288,0.0000296476,0.0002083493,0.00004910902,0.01638673,0.001533716,0.003996596,0.977134,0.0000272826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003374825,0.004193626,0.08176059,0.00267598,0.0136137,0.0003662977,0.004937229,0.007189715,0.881888],"genre_scores_gemma":[0.006024425,0.002108204,0.008970976,0.0003004541,0.0004990279,0.00008732096,0.002256522,0.000806088,0.978947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4294251,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004401113805053063,"score_gpt":0.1721056354827475,"score_spread":0.1677045216776945,"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."}}