{"id":"W2789276127","doi":"10.21511/ppm.16(1).2018.32","title":"Holacracy and Obliquity: contingency management approaches in organizing companies","year":2018,"lang":"en","type":"article","venue":"Problems and Perspectives in Management","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Agile software development; Operationalization; Knowledge management; Contingency theory; Implementation; Process management; Contingency; Computer science; Organizational culture; Business; Scrum; Multinational corporation; Novelty; Engineering management; Software development; Software; Engineering; Management; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005796714,0.0001279145,0.0002394954,0.0004415696,0.00008017846,0.00009042878,0.000119808,0.00005667589,0.00007094259],"category_scores_gemma":[0.00001238185,0.0001405719,0.00001513663,0.0003600993,0.0001695136,0.0001989799,0.0002672349,0.0001185649,0.0000251658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009362776,"about_ca_system_score_gemma":9.224502e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009967095,"about_ca_topic_score_gemma":0.00007606036,"domain_scores_codex":[0.9988596,0.000008837131,0.000387644,0.0005011853,0.0000201862,0.0002224821],"domain_scores_gemma":[0.9996749,0.00001210758,0.0001282019,0.0001527403,0.00001142252,0.00002068671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006316993,0.00008440263,0.1038734,0.0001073742,0.00003399009,0.000003035966,0.002883103,0.00000811586,0.000001509181,0.8852149,0.00001883635,0.00776503],"study_design_scores_gemma":[0.000791284,0.00008021448,0.4355961,0.00006406344,0.000004422929,0.00000134532,0.01041705,0.001826944,0.000005736307,0.5465436,0.004426302,0.0002429134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8377262,0.003252421,0.002079951,0.001347965,0.00006370756,0.0005686085,0.000003471409,0.00004900849,0.1549087],"genre_scores_gemma":[0.9935842,0.001804783,0.003943631,0.00006311497,0.0000226745,0.00005475729,0.000001892778,0.00001059895,0.0005143586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3386712,"threshold_uncertainty_score":0.5732356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1534760233576167,"score_gpt":0.2434572844139285,"score_spread":0.08998126105631177,"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."}}