{"id":"W3214145529","doi":"10.1177/00218863211060884","title":"A Compelling Beginning and More to Uncover","year":2021,"lang":"en","type":"article","venue":"The Journal of Applied Behavioral Science","topic":"Appreciative Inquiry and Organizational Change","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dialogic; Mindset; Epistemology; Sociology; Organizational change; Psychology; Management; Political science; Public relations; Philosophy; 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":[0.0006732839,0.00006583457,0.00009536323,0.00009221367,0.0003100582,0.0001732772,0.0002635356,0.00001408002,0.00006356308],"category_scores_gemma":[0.00002946586,0.00004406213,0.00001550943,0.0009902322,0.0001954733,0.00054053,0.0002199565,0.0001077729,0.00001923394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002749791,"about_ca_system_score_gemma":0.0000481794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001099384,"about_ca_topic_score_gemma":0.000006088683,"domain_scores_codex":[0.999225,0.000002994881,0.0001493004,0.00009072186,0.0003915078,0.0001404297],"domain_scores_gemma":[0.9993938,0.00002534064,0.0001566206,0.00007473186,0.0003288731,0.00002061495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003923818,0.0004551975,0.06302118,0.00007280538,0.00002730329,0.0001222049,0.01536951,0.007732025,0.7776999,0.09866175,0.003708185,0.03273752],"study_design_scores_gemma":[0.003595191,0.0002616363,0.5837342,0.0006153281,0.001017766,0.0004414736,0.06963212,0.0036846,0.1965534,0.03801233,0.1002887,0.00216324],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996205,0.00003502417,0.001428413,0.00106639,0.0001497518,0.00005223804,4.061186e-7,0.000006365789,0.001056422],"genre_scores_gemma":[0.9968997,0.000003822589,0.000786241,0.001787591,0.000494792,4.682736e-7,4.636579e-7,0.000005549415,0.00002142888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5811465,"threshold_uncertainty_score":0.2384748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03972829876787782,"score_gpt":0.2871414530426423,"score_spread":0.2474131542747645,"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."}}