{"id":"W2735993833","doi":"","title":"EB 3 attribute definitions: Formal language and application","year":2005,"lang":"en","type":"preprint","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computer science; Programming language; Formal language","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001532083,0.0001483962,0.0001653906,0.00006277367,0.0001077529,0.00007649289,0.0002726671,0.00009792465,0.00000816946],"category_scores_gemma":[0.00001413397,0.0001306977,0.00003753243,0.00007198892,0.00003221748,0.0005937989,0.001400179,0.0001837304,0.00005573784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002750639,"about_ca_system_score_gemma":0.00004332659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001277949,"about_ca_topic_score_gemma":0.0001040485,"domain_scores_codex":[0.9990531,0.00001930999,0.0002099988,0.0003983505,0.0001307986,0.0001884376],"domain_scores_gemma":[0.9990212,0.00003525818,0.0001132833,0.0007269501,0.00004647325,0.00005684477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001253897,0.00001862159,0.00006050006,0.00008875202,0.00001161712,0.000003992995,0.0005361238,0.0001294563,0.0001605722,0.9280165,0.0006262218,0.07034638],"study_design_scores_gemma":[0.002015694,0.0001699143,0.008072694,0.0007569969,0.00008653909,0.0004747453,0.002174156,0.2146661,0.01081844,0.04814503,0.7086523,0.003967411],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002425545,0.000985056,0.9919836,0.000419716,0.0001219834,0.0002717254,0.0001474432,0.0002616027,0.003383343],"genre_scores_gemma":[0.2019721,0.0005132214,0.7952313,0.0004430843,0.0003336674,0.0003157866,0.0005216395,0.00001472093,0.0006544144],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8798715,"threshold_uncertainty_score":0.5329697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447010933220702,"score_gpt":0.2688883001450953,"score_spread":0.2444181908128883,"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."}}