{"id":"W2904939066","doi":"10.1007/978-3-030-04840-2_7","title":"Generating Win-Win Strategies for Software Businesses Under Coopetition: A Strategic Modeling Approach","year":2018,"lang":"en","type":"book-chapter","venue":"Lecture notes in business information processing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coopetition; Business; Software; Process management; Industrial organization; Knowledge management; Computer science; Game theory; Economics; Microeconomics","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005804183,0.00104288,0.0008431575,0.001458034,0.0008975862,0.003740553,0.0005149907,0.001068043,0.0003435511],"category_scores_gemma":[0.0003101284,0.001003794,0.0001346487,0.001449977,0.0002286995,0.01274004,0.0001653043,0.000662583,0.00008401467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902477,"about_ca_system_score_gemma":0.0008788846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009879633,"about_ca_topic_score_gemma":0.0001419767,"domain_scores_codex":[0.9962974,0.000008647375,0.001658807,0.000690492,0.0006626951,0.0006819099],"domain_scores_gemma":[0.9927654,0.00007755298,0.001571524,0.0004331977,0.005129816,0.00002256088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001875964,0.00005680167,0.00001631348,0.009047779,0.00005052586,0.000002746843,0.0002433668,0.8286595,0.00005038692,0.1403482,0.0001693187,0.02116744],"study_design_scores_gemma":[0.001284014,0.00001716447,0.00002690177,0.00244822,0.00017542,0.00001935394,0.0004239526,0.6985896,0.00001919909,0.2864175,0.008905968,0.001672686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001073474,0.000484664,0.9458781,0.0006274782,0.000757359,0.001118366,0.00003143427,0.000491676,0.0495374],"genre_scores_gemma":[0.8918086,0.00012124,0.06977265,0.01033846,0.01159094,0.0005892663,0.01434,0.0005226349,0.0009162421],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8907351,"threshold_uncertainty_score":0.9992412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04404899121854138,"score_gpt":0.2407995771135494,"score_spread":0.196750585895008,"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."}}