{"id":"W4246822229","doi":"10.1109/cwit.2011.5872102","title":"Foreword","year":2011,"lang":"en","type":"article","venue":"","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"Library science; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002273522,0.0009457867,0.001076506,0.002007063,0.002896194,0.006616057,0.001643301,0.005620375,0.3944334],"category_scores_gemma":[0.01999683,0.0004051738,0.0006583153,0.001516481,0.00126632,0.004257206,0.002265071,0.007783894,0.4147121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00279488,"about_ca_system_score_gemma":0.00603747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087795,"about_ca_topic_score_gemma":0.01186935,"domain_scores_codex":[0.9976363,0.0002177529,0.0001588151,0.0002888284,0.001466829,0.0002315032],"domain_scores_gemma":[0.9828488,0.002151354,0.0004958165,0.0007340995,0.0110094,0.002760483],"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":[0.00000555529,0.00000275713,0.00001063169,0.00003028922,5.807269e-7,0.00001092699,0.000009928086,0.000006573037,0.0000300554,0.0009889861,0.9907568,0.00814696],"study_design_scores_gemma":[0.000002118238,0.000004229539,0.00005566933,0.00007281771,9.216633e-7,0.00003300464,0.00002650475,0.0000098746,0.00002947415,0.0008994854,0.9988624,0.000003380213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002109947,0.01009258,0.001854333,0.2691401,0.4824163,0.0002699136,0.002589757,0.0009524421,0.2324736],"genre_scores_gemma":[0.002214473,0.006961533,0.0009252506,0.09486467,0.08909194,0.0001844556,0.001846563,0.0006385971,0.8032725],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6055666,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0593501793766994,"score_gpt":0.213149559573098,"score_spread":0.1537993801963986,"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."}}