{"id":"W2765350842","doi":"10.5465/ambpp.2016.14566abstract","title":"Boxing-In and Box-Breaking of Attention: a Process Model of Innovation Measurement","year":2016,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Process (computing); sort; Dilemma; Audit; Computer science; Normative; Knowledge management; Creativity; Performance measurement; Measure (data warehouse); Innovation process; Process management; Business; Work in process; Psychology; Marketing; Epistemology; Data mining; Social psychology","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":[0.01918056,0.00156817,0.001156899,0.005883512,0.002501621,0.008653364,0.00323306,0.004164626,0.0111491],"category_scores_gemma":[0.07110371,0.001218482,0.002779216,0.003865355,0.01214991,0.01807175,0.005790669,0.00363249,0.002026615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004631663,"about_ca_system_score_gemma":0.004104301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005752764,"about_ca_topic_score_gemma":0.00200417,"domain_scores_codex":[0.9778259,0.01202214,0.0009099803,0.003856717,0.004138834,0.001246405],"domain_scores_gemma":[0.9228276,0.05520028,0.006607969,0.007135242,0.006493168,0.001735745],"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":[0.0001836612,0.0002352574,0.007764999,0.0002807794,0.00009571113,0.0002919135,0.01710305,0.007487641,0.004349846,0.9072074,0.001396598,0.05360319],"study_design_scores_gemma":[0.0001118594,0.0003283558,0.005945038,0.000284062,0.0001378277,0.0003452396,0.002252287,0.07271279,0.003559705,0.8988331,0.01533612,0.0001536233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02970372,0.0004694597,0.9159867,0.004967373,0.0001377906,0.0004964913,0.0001351617,0.0004688647,0.04763442],"genre_scores_gemma":[0.7168781,0.0004792127,0.2715991,0.0009031037,0.0002009679,0.00151911,0.000172259,0.0001842215,0.008063947],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01918056,"threshold_uncertainty_score":0.1014377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05909598655737911,"score_gpt":0.2819368001516177,"score_spread":0.2228408135942385,"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."}}