{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003890643,0.0001153394,0.0001805039,0.0008139875,0.00004734254,0.00005839858,0.0001505042,0.00004466417,0.00002957728],"category_scores_gemma":[0.00005115836,0.0001089155,0.00005744029,0.0005604882,0.00001770689,0.0001144332,0.000007163066,0.0003443805,0.00002190163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717624,"about_ca_system_score_gemma":0.000185139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002609748,"about_ca_topic_score_gemma":0.0008764217,"domain_scores_codex":[0.9989921,0.000007951947,0.000289,0.00008697847,0.0001234755,0.0005005164],"domain_scores_gemma":[0.9985215,0.0001167893,0.0000622314,0.00006208194,0.0001010582,0.001136314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002304934,0.0001791665,0.1146792,0.0001461292,0.001016288,0.01799322,0.00134984,0.06878997,0.01237633,0.06298317,0.1796342,0.5406219],"study_design_scores_gemma":[0.001703539,0.0007996393,0.2815375,0.0001788671,0.00007865061,0.006245702,0.000007283453,0.1954315,0.002185982,0.0003323565,0.5106006,0.0008984389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5295737,0.004768285,0.4632628,0.0001369487,0.001128754,0.00008054921,0.000003379326,0.00004464178,0.001000926],"genre_scores_gemma":[0.9925252,0.000004461846,0.006305257,0.0001416463,0.0009459904,1.328911e-7,3.715635e-7,0.00002786768,0.00004912812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5397235,"threshold_uncertainty_score":0.4441447,"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."}}