{"id":"W4256592175","doi":"10.1142/s0219649213020024","title":"Preface","year":2013,"lang":"en","type":"article","venue":"Journal of Information & Knowledge Management","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002097712,0.0009642977,0.0008137926,0.003420987,0.002109365,0.002649316,0.001400016,0.00101473,0.5159093],"category_scores_gemma":[0.0193991,0.0002985496,0.0004968686,0.00233561,0.000533834,0.002428072,0.001851205,0.002591808,0.3357044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611397,"about_ca_system_score_gemma":0.001896712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003008329,"about_ca_topic_score_gemma":0.00371942,"domain_scores_codex":[0.9988109,0.0001632982,0.0001019329,0.0001831325,0.0006626026,0.00007817536],"domain_scores_gemma":[0.9840815,0.002018644,0.000410811,0.001008015,0.0109686,0.001512317],"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":[0.00003932236,0.00001336059,0.00006072063,0.0001228065,0.000001890749,0.00004371174,0.00004533652,0.00003792838,0.0001219017,0.001752542,0.9732574,0.02450303],"study_design_scores_gemma":[0.000004056777,0.00001673105,0.000242876,0.0001166364,0.000001933309,0.00005105168,0.00006707737,0.00003019556,0.00008962781,0.001194608,0.9981805,0.000004613201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001527208,0.01122917,0.005786655,0.03936093,0.4726716,0.0007566293,0.01913046,0.001243622,0.4482937],"genre_scores_gemma":[0.006338261,0.005401571,0.001829329,0.004926366,0.03950572,0.0003235989,0.01102472,0.000625807,0.9300245],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5159093,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008006890221097906,"score_gpt":0.2363074470922097,"score_spread":0.2283005568711118,"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."}}