{"id":"W2138792223","doi":"10.1177/0001839214549042","title":"Imprint–environment Fit and Performance","year":2014,"lang":"en","type":"article","venue":"Administrative Science Quarterly","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Imprinting (psychology); Psychology; Core (optical fiber); Resource (disambiguation); Social psychology; Business; Computer 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":[0.0005208233,0.0001257351,0.00009798165,0.0001351553,0.0004094221,0.0003944315,0.0002046123,0.00003073493,0.0001167459],"category_scores_gemma":[0.00002321673,0.0001081911,0.00001406084,0.0004707258,0.0005837834,0.002622284,0.0000218378,0.00008501906,0.000239585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001517647,"about_ca_system_score_gemma":0.00003493968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002352643,"about_ca_topic_score_gemma":0.000005725002,"domain_scores_codex":[0.9989907,0.000004278669,0.000175722,0.0003274102,0.0002535864,0.0002482902],"domain_scores_gemma":[0.9995713,0.00001339361,0.000125943,0.0001755852,0.00009747101,0.00001637128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006171953,0.0001564198,0.05273146,0.0001308044,0.000008745948,0.000002772625,0.0004577215,0.00001910051,0.01661155,0.6428374,0.0002017116,0.2867806],"study_design_scores_gemma":[0.0004811068,0.0005524512,0.9517453,0.00003402724,0.00001550341,0.000008260751,0.001095752,0.02246452,0.001298532,0.006577215,0.01527745,0.0004499326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598731,0.000004293801,0.001022121,0.0009640658,0.000154917,0.0001077597,4.194887e-7,0.00004260893,0.03783073],"genre_scores_gemma":[0.9987376,0.000001055536,0.0003024574,0.000596186,0.0002269123,0.00001173572,0.000002798866,0.000005747823,0.0001154507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8990138,"threshold_uncertainty_score":0.4411905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971660357635197,"score_gpt":0.2493571018375177,"score_spread":0.2196404982611658,"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."}}