{"id":"W4283461441","doi":"10.1287/stsc.2022.0163","title":"Investors Meet Dynamic Strategy","year":2022,"lang":"en","type":"article","venue":"Strategy Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Alberta","funders":"","keywords":"Boom; Competitive advantage; Prosperity; Economics; Business; Competition (biology); Industrial organization; Market economy; Value (mathematics); Marketing; Economic growth; Engineering","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":[0.001878219,0.0005556857,0.0004900007,0.0008096062,0.002363154,0.008501663,0.0005831239,0.004868581,0.03198216],"category_scores_gemma":[0.006815671,0.0002946401,0.0003639842,0.0005211207,0.003581093,0.009707756,0.004740959,0.00417565,0.00989625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00252387,"about_ca_system_score_gemma":0.001487142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009250618,"about_ca_topic_score_gemma":0.0009797311,"domain_scores_codex":[0.9982126,0.0003675049,0.00005514445,0.0003503121,0.0005674862,0.0004470338],"domain_scores_gemma":[0.9974871,0.0005136993,0.0004058609,0.0003668785,0.0004788147,0.0007476091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004158603,0.00003865797,0.001890084,0.0000307962,0.00001978694,0.0002842394,0.0009628955,0.0003257827,0.0006504616,0.9032211,0.03828124,0.05425346],"study_design_scores_gemma":[0.00003211192,0.00008533936,0.001451674,0.00006020756,0.00001471936,0.0004798291,0.001006326,0.001179647,0.0008679472,0.5751439,0.4196529,0.0000254704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0367654,0.005745289,0.02596183,0.09815753,0.00134638,0.00009219955,0.0001795232,0.000380555,0.8313712],"genre_scores_gemma":[0.7710992,0.00325649,0.007313177,0.01571278,0.002291068,0.0001251424,0.0001975987,0.000104354,0.1999002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03198216,"threshold_uncertainty_score":0.1069909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273409683065349,"score_gpt":0.2507646471969543,"score_spread":0.2234236788904194,"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."}}