{"id":"W1726520212","doi":"10.1109/picmet.1991.183755","title":"A portfolio approach to managing technological innovations","year":2002,"lang":"en","type":"article","venue":"Technology Management : the New International Language","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Portfolio; Core (optical fiber); Interdependence; Core competency; Complement (music); Set (abstract data type); Knowledge management; Computer science; Absorptive capacity; Business; Engineering management; Engineering; Marketing; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003718655,0.001425899,0.001331041,0.003140966,0.001634664,0.009576905,0.003529501,0.003099093,0.01038868],"category_scores_gemma":[0.005508814,0.0006497385,0.001200776,0.005306416,0.00286471,0.01100559,0.003797994,0.002719456,0.001958195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003581825,"about_ca_system_score_gemma":0.003615264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002537075,"about_ca_topic_score_gemma":0.002990768,"domain_scores_codex":[0.9967963,0.001356952,0.0002345673,0.0004255948,0.0009365569,0.0002500387],"domain_scores_gemma":[0.9981458,0.0007927067,0.0002418517,0.0002298231,0.0003277797,0.0002619346],"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":[0.00002281831,0.0001046955,0.0005531324,0.0001736637,0.00008358437,0.0002199108,0.0005100722,0.03081475,0.0004067552,0.832255,0.005379697,0.1294758],"study_design_scores_gemma":[0.00002785454,0.00009632503,0.0002572794,0.0001600489,0.00006075665,0.0002037545,0.000368356,0.08909267,0.0005029162,0.8335841,0.07561543,0.00003048744],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004935305,0.006604105,0.8823303,0.004625393,0.0003262846,0.0002916807,0.0001274094,0.0003191907,0.1004404],"genre_scores_gemma":[0.2716702,0.0162165,0.6483215,0.000984435,0.0008658319,0.001261352,0.0003124414,0.0001706463,0.060197],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01038868,"threshold_uncertainty_score":0.03475356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677831438106774,"score_gpt":0.2350794940459526,"score_spread":0.2183011796648849,"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."}}