{"id":"W2292387351","doi":"10.1002/smj.2499","title":"Is that an opportunity? An attention model of top managers' opportunity beliefs for strategic action","year":2016,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":319,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Action (physics); Top-down and bottom-up design; Process (computing); Business; Competitive advantage; Marketing; Knowledge management; Process management; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001862409,0.00041283,0.0003697169,0.001026718,0.0005456974,0.000662243,0.0006793358,0.0001417096,0.001160874],"category_scores_gemma":[0.00001222778,0.0003266253,0.0002321983,0.0004844852,0.00009808111,0.002646941,0.0001716552,0.0002284214,0.00005526568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185254,"about_ca_system_score_gemma":0.00008641332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000209221,"about_ca_topic_score_gemma":0.00005381531,"domain_scores_codex":[0.9972517,0.00005189635,0.0008513865,0.0005494244,0.0006887825,0.0006067445],"domain_scores_gemma":[0.9975623,0.00001586442,0.00104272,0.0006060734,0.0006347087,0.0001383041],"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":[0.0001620924,0.0004872783,0.0003792733,0.0005888381,0.0002012513,0.00002165499,0.00004004964,0.00004212714,0.001085712,0.9852048,0.0008430327,0.01094388],"study_design_scores_gemma":[0.00281581,0.0001911888,0.000303707,0.0001991066,0.0003620212,0.000007841272,0.01274971,0.03484535,0.000102876,0.9455258,0.0022392,0.0006574357],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1959244,0.00001651709,0.009515523,0.002289625,0.001123701,0.001095385,0.00002525372,0.000192723,0.7898169],"genre_scores_gemma":[0.9872781,0.000133472,0.001150365,0.001683171,0.0009584454,0.00005369653,0.0001129059,0.00005804061,0.008571791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7913538,"threshold_uncertainty_score":0.9999186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2379895544428893,"score_gpt":0.328148540987535,"score_spread":0.09015898654464577,"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."}}