{"id":"W4416005821","doi":"10.5465/amproc.2025.20023abstract","title":"Building a Car While Driving It: How Nascent Orchestrators Build Identity While Growing Ecosystems","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Alberta","funders":"","keywords":"CLARITY; Confusion; Interdependence; Identity (music); Ecosystem; Qualitative research; Resource (disambiguation); Identification (biology)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001120468,0.0004592345,0.0005354388,0.001026725,0.0006056068,0.0008241808,0.001074237,0.0001561844,0.0001273725],"category_scores_gemma":[0.000158839,0.0004780269,0.0001656069,0.002879892,0.00009564499,0.005428563,0.001691389,0.000303601,0.00005073493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437982,"about_ca_system_score_gemma":0.00001038114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006905746,"about_ca_topic_score_gemma":0.00001753941,"domain_scores_codex":[0.9970124,0.000007661532,0.0006853208,0.0007837404,0.0008669001,0.0006439154],"domain_scores_gemma":[0.9989365,0.00004125496,0.0005812413,0.0001375425,0.0002740857,0.00002940585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001498833,0.00008538897,0.06657326,0.003492624,0.0004479983,0.000002936038,0.00006346627,0.00002899102,0.0009086333,0.8002999,0.1267608,0.001321001],"study_design_scores_gemma":[0.001431769,0.00001575336,0.05386691,0.002004495,0.0008761704,0.000001005174,0.004323836,0.001939276,0.001827432,0.02225872,0.9104688,0.0009857899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6600689,0.00120877,0.008114083,0.04324042,0.001518089,0.003355084,0.000005951353,0.001125943,0.2813628],"genre_scores_gemma":[0.9908915,0.0002150547,0.001521941,0.00321598,0.000707284,0.00009708692,0.000009226962,0.00005438458,0.003287553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.783708,"threshold_uncertainty_score":0.9997671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176965447946424,"score_gpt":0.2443026522030811,"score_spread":0.2266061074084387,"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."}}