{"id":"W2145175947","doi":"10.1017/s1472669611000107","title":"Vendor Liaison: the Canadian Perspective","year":2011,"lang":"en","type":"article","venue":"Legal Information Management","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vendor; Perspective (graphical); Association (psychology); Library science; Business; Computer science; Law; Political science; World Wide Web; Psychology; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.008052658,0.0007114209,0.0007246141,0.005466661,0.04262375,0.02020092,0.003726344,0.01328215,0.02155529],"category_scores_gemma":[0.0169408,0.0008672085,0.0005613543,0.01055698,0.01934593,0.01012204,0.005246242,0.01280298,0.001833242],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1938451,"about_ca_system_score_gemma":0.3938002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9864997,"about_ca_topic_score_gemma":0.9940997,"domain_scores_codex":[0.9850404,0.002345809,0.0003496547,0.001149648,0.00673036,0.004384113],"domain_scores_gemma":[0.9808732,0.003588406,0.000634286,0.0002749492,0.008716339,0.005912773],"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":[0.0000202595,0.00003313272,0.001443424,0.0001985002,0.00001229027,0.0006954659,0.01207905,0.0002508639,0.0001270376,0.5859174,0.3647473,0.03447528],"study_design_scores_gemma":[0.00001383352,0.00001438867,0.001876898,0.0006394639,0.0000174661,0.0003047251,0.01809571,0.0001511619,0.00006038337,0.02492759,0.9538277,0.00007068815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004213992,0.04274855,0.000879477,0.6073174,0.00232949,0.00002755132,0.0001940602,0.00005585725,0.3422335],"genre_scores_gemma":[0.3015473,0.2012353,0.003147228,0.3072606,0.003242739,0.0000858522,0.0002229791,0.0002125314,0.1830455],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8061549,"threshold_uncertainty_score":0.9350254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05552094119507241,"score_gpt":0.3358337265172087,"score_spread":0.2803127853221363,"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."}}