{"id":"W2290935252","doi":"10.2139/ssrn.1658837","title":"Herding Cats at Maple Leaf Consulting","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Herding; Maple; CATS; Business; Geography; Biology; Medicine; Forestry; Botany; Internal medicine","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":[0.0009199699,0.0003204326,0.0002908827,0.00108977,0.006011557,0.002305557,0.0007542116,0.002137341,0.2425677],"category_scores_gemma":[0.002451176,0.0002755982,0.0002295923,0.0007626042,0.0007670976,0.001656603,0.00115418,0.001686808,0.02933301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001704772,"about_ca_system_score_gemma":0.001437896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01400619,"about_ca_topic_score_gemma":0.07689074,"domain_scores_codex":[0.9994973,0.0001276423,0.000008055681,0.0001043207,0.0001281169,0.000134556],"domain_scores_gemma":[0.9983568,0.0003643964,0.00008952104,0.0001415196,0.0002134396,0.0008344052],"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":[0.0004540724,0.0004146462,0.01398978,0.0001175587,0.00003806153,0.003184426,0.005443693,0.0006667977,0.003354544,0.01099309,0.7829863,0.178357],"study_design_scores_gemma":[0.00004471814,0.0002385644,0.01658597,0.00007787277,0.00002022172,0.0007657372,0.005793151,0.002033489,0.0009236162,0.003393785,0.9700884,0.00003443132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2859397,0.002572646,0.004413313,0.06183699,0.004575216,0.0003280366,0.001615727,0.002480851,0.6362376],"genre_scores_gemma":[0.2017449,0.0004120345,0.002441343,0.003165323,0.0007146343,0.00004952524,0.0004674674,0.0003140311,0.7906907],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2425677,"threshold_uncertainty_score":0.8114698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00535842283450147,"score_gpt":0.1979291162828206,"score_spread":0.1925706934483191,"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."}}