{"id":"W4386212090","doi":"10.5465/amj.2021.0612","title":"Comfortably Uncomfortable: Unpacking the Microdynamics of Field Stability and Change","year":2023,"lang":"en","type":"article","venue":"Academy of Management Journal","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Field (mathematics); Unpacking; Action (physics); Human settlement; Field research; Interim; Public relations; Extant taxon; Process (computing); Sociology; Political science; Social psychology; Psychology; Engineering; Law; Computer science; Social science","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":[0.008314104,0.0001234771,0.0003618962,0.0004292404,0.0002714676,0.0001423364,0.0009482959,0.00006637841,0.000271735],"category_scores_gemma":[0.0004189608,0.00007345283,0.0001359736,0.00119317,0.0001105404,0.0002883652,0.000670796,0.0003131337,0.000008938072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001767965,"about_ca_system_score_gemma":0.00001068632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002762159,"about_ca_topic_score_gemma":0.00001767678,"domain_scores_codex":[0.9966726,0.0001948203,0.001169419,0.0002561594,0.001438043,0.0002689502],"domain_scores_gemma":[0.9969093,0.00181471,0.0008101398,0.000295922,0.00009377029,0.00007611251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002274271,0.0001129444,0.3873388,0.0002986915,0.000376198,0.00003939075,0.004983748,0.0005811254,0.001159807,0.1185332,0.1231417,0.363207],"study_design_scores_gemma":[0.00104291,0.0001372719,0.5683786,0.0003427223,0.00008676425,0.00008188585,0.01131031,0.01169857,0.0005130323,0.3060404,0.1000663,0.0003011724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862113,0.0009104801,0.003204112,0.003794763,0.0004564071,0.0004188475,0.000013325,0.00002172495,0.004969016],"genre_scores_gemma":[0.9981831,0.0002956637,0.0004383956,0.0003688588,0.00009802888,0.000004572219,2.449262e-7,0.000007700717,0.0006034464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3629058,"threshold_uncertainty_score":0.2995319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2479224771085031,"score_gpt":0.4120840584774554,"score_spread":0.1641615813689523,"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."}}