{"id":"W4248672146","doi":"10.2139/ssrn.3094030","title":"Organizational Adaptation","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Organizational Change and Leadership","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; York University","funders":"","keywords":"Adaptation (eye); Business; Psychology","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":[0.0005623504,0.00009180522,0.00007497349,0.00010879,0.001022414,0.0006174851,0.0003580092,0.00004420507,0.0001945791],"category_scores_gemma":[0.0003112983,0.00008536854,0.00003609295,0.0001125219,0.00003294384,0.001372773,0.0000503087,0.000469427,0.000552561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001488592,"about_ca_system_score_gemma":0.0003717293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008379225,"about_ca_topic_score_gemma":0.0007530641,"domain_scores_codex":[0.9987427,0.000004953222,0.0001291621,0.0001141717,0.0002405825,0.0007684181],"domain_scores_gemma":[0.9993142,0.000009013635,0.0002655748,0.00014334,0.0002588957,0.000008999385],"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":[0.00001487678,0.00002979917,0.02775382,0.000008399685,0.00004135205,0.000002833431,0.00005597443,0.00002718965,0.00009097926,0.9680499,0.0006184225,0.003306465],"study_design_scores_gemma":[0.0007244422,0.00001814806,0.01962031,0.00001655008,0.0000510271,0.00007551294,0.002408064,0.001038545,0.00002652669,0.9623591,0.01341246,0.0002492974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6623917,0.002659213,0.1011374,0.1160188,0.006505817,0.000748726,0.000005814548,0.00057665,0.1099559],"genre_scores_gemma":[0.9858055,0.00008990234,0.00003945615,0.0008052428,0.01138212,9.975233e-7,0.00001926282,0.00002667189,0.001830811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3234139,"threshold_uncertainty_score":0.7863685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03153583112130739,"score_gpt":0.2280616587779056,"score_spread":0.1965258276565982,"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."}}