{"id":"W2068223882","doi":"10.5931/djim.v6i1.42","title":"Faculty Liaison Dr. Binod Sundararajan introduces Vol. 6 of DJIM","year":2010,"lang":"en","type":"article","venue":"Dalhousie Journal of Interdisciplinary Management","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Sociology; Management; Media studies; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003932481,0.0007010715,0.001060131,0.002474953,0.003361474,0.004959493,0.00140007,0.002013211,0.1919037],"category_scores_gemma":[0.01531764,0.0004009166,0.0004846973,0.002065896,0.0009091161,0.003308331,0.002923147,0.005062676,0.08085217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002930971,"about_ca_system_score_gemma":0.00600878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003979111,"about_ca_topic_score_gemma":0.01198603,"domain_scores_codex":[0.9973063,0.0003413408,0.0001735749,0.0003352922,0.001551414,0.0002920773],"domain_scores_gemma":[0.9788827,0.001335465,0.000695766,0.0007549027,0.01334072,0.00499052],"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":[0.000008460313,0.000008005,0.0001318276,0.00002391039,8.82957e-7,0.00003446835,0.00003949299,0.00001188448,0.00008027718,0.0007872267,0.9779404,0.02093297],"study_design_scores_gemma":[9.827836e-7,0.000005369003,0.0001512676,0.00002399019,9.440555e-7,0.00008293147,0.00009398156,0.000023842,0.00006275364,0.0002728393,0.9992778,0.000003370835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001686749,0.02172413,0.003627575,0.4008028,0.4467789,0.0001770317,0.0006367572,0.001151248,0.1234149],"genre_scores_gemma":[0.009665642,0.01238217,0.003005209,0.05013459,0.05684248,0.0000724892,0.0007258262,0.0009873854,0.8661844],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1919037,"threshold_uncertainty_score":0.6419817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07744176307255865,"score_gpt":0.4090891091955569,"score_spread":0.3316473461229983,"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."}}