{"id":"W1529849817","doi":"10.1016/b978-0-12-397181-4.00011-6","title":"Climbing the Ladder","year":2015,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Climbing; Accidental; Computer science; Psychology; Business; Engineering; Physics; Structural engineering","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":[0.0006944349,0.000827473,0.0004882563,0.001195958,0.003233792,0.008562835,0.0009912815,0.002769751,0.2027851],"category_scores_gemma":[0.001837126,0.0004297716,0.00043033,0.001095809,0.002718403,0.009507324,0.006198621,0.005095867,0.116801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001816931,"about_ca_system_score_gemma":0.002435361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004490288,"about_ca_topic_score_gemma":0.01147091,"domain_scores_codex":[0.999418,0.0001043347,0.00001904501,0.0001194907,0.0002258398,0.0001132031],"domain_scores_gemma":[0.999472,0.0000786262,0.00001765179,0.00006779579,0.0001517939,0.000212227],"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":[0.00002020584,0.00002892173,0.0001716347,0.00009131425,0.000004005561,0.00006557196,0.001173377,0.0001286857,0.0002371986,0.230416,0.5826922,0.1849709],"study_design_scores_gemma":[0.000002279146,0.000006230158,0.00009282628,0.0001373664,8.980102e-7,0.00003709503,0.0003794346,0.00005639609,0.00003343458,0.02891944,0.970331,0.000003721435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00067004,0.005823568,0.00235421,0.007851002,0.002511367,0.00002321212,0.00005872306,0.0001622593,0.9805456],"genre_scores_gemma":[0.006909891,0.004097296,0.002097674,0.002985229,0.0004327754,0.00002842166,0.00008473998,0.0001884219,0.9831755],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2027851,"threshold_uncertainty_score":0.6783838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04737239904301149,"score_gpt":0.2311453674885115,"score_spread":0.1837729684455,"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."}}