{"id":"W4254548651","doi":"10.1057/9781137552105_5","title":"Absorptive Capacity: A Proposed Operationalization","year":2015,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Operationalization; Absorptive capacity; Dynamic capabilities; Perspective (graphical); Exploratory research; Knowledge management; Assimilation (phonology); Management science; Process management; Computer science; Business; Engineering; Sociology; Epistemology; Artificial intelligence; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003837915,0.0005704336,0.0004621384,0.0007264231,0.0002191111,0.0003908483,0.000350728,0.0002878802,0.001401666],"category_scores_gemma":[0.00005946548,0.0005437336,0.0001545313,0.0000842549,0.0001371579,0.000006012938,0.0003121881,0.0002713523,0.003505148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786131,"about_ca_system_score_gemma":0.00008715386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005082896,"about_ca_topic_score_gemma":0.0002549487,"domain_scores_codex":[0.9977608,0.000009213888,0.000600218,0.0005926951,0.0007015414,0.0003355573],"domain_scores_gemma":[0.9975436,0.0000148683,0.0005178642,0.0004738863,0.001419705,0.00003009137],"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":[0.00002815064,0.000001011331,0.00003890149,0.0001721668,0.0001154718,0.00001603288,0.00007015317,0.000002919416,0.00003824607,0.995509,0.001395992,0.002611903],"study_design_scores_gemma":[0.0005898048,0.00001587357,0.00001997199,0.0001327082,0.0001171858,0.00000235707,0.00007326826,0.0004726227,0.00001671349,0.8365556,0.1613817,0.0006221788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00002513497,0.0001141041,0.0003576108,0.0001666166,0.0008108984,0.00113044,0.00002533862,0.0002559267,0.9971139],"genre_scores_gemma":[0.9092025,0.000004574548,0.0001853572,0.001955905,0.00259312,0.00004379849,0.0006947493,0.000137605,0.08518243],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9119315,"threshold_uncertainty_score":0.9997014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0571511389954085,"score_gpt":0.2376868056344306,"score_spread":0.1805356666390221,"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."}}