{"id":"W4213233139","doi":"10.1080/03155986.2005.11732730","title":"Foreword","year":2005,"lang":"en","type":"article","venue":"INFOR Information Systems and Operational Research","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001250434,0.0008822415,0.0007604079,0.001827908,0.002041906,0.003875722,0.001284814,0.003405524,0.3545851],"category_scores_gemma":[0.008727334,0.0002563569,0.0006272442,0.001027214,0.0006146199,0.002402477,0.002133503,0.003899221,0.377788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534716,"about_ca_system_score_gemma":0.003043049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003309946,"about_ca_topic_score_gemma":0.00583866,"domain_scores_codex":[0.9990185,0.0001177961,0.00005702254,0.0001298437,0.0005585074,0.0001181605],"domain_scores_gemma":[0.995347,0.000618718,0.000196551,0.0002969755,0.002612032,0.0009287766],"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":[0.000007962803,0.000005446902,0.00001815823,0.00003834073,8.072144e-7,0.00001549927,0.000006682486,0.000005304978,0.00004476095,0.001059987,0.9800646,0.0187325],"study_design_scores_gemma":[0.000002992128,0.000006226063,0.00008360792,0.00006872293,0.000001626317,0.00003149757,0.0000158112,0.000007203045,0.00004501019,0.000788746,0.9989464,0.000002138828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00037722,0.01449054,0.001523052,0.1140497,0.4010227,0.000297183,0.002032764,0.0006612193,0.4655457],"genre_scores_gemma":[0.001324562,0.004020385,0.0004873533,0.03403796,0.03926656,0.0001314524,0.0009941515,0.0002459859,0.9194916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6454149,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0837622394988842,"score_gpt":0.3899230139847255,"score_spread":0.3061607744858413,"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."}}