{"id":"W189026567","doi":"","title":"Implementing a Deal Development Platform for Business Ecosystems","year":2010,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ecosystem; Computer science; Business ecosystem; Process management; Business; Knowledge management; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002469017,0.0006124323,0.0005770141,0.0004226201,0.002731273,0.003030449,0.002162057,0.0002848817,0.0004217094],"category_scores_gemma":[0.0001700225,0.000475196,0.0001084329,0.003038942,0.0001595239,0.002374969,0.001533777,0.0003858569,0.0002777955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006409119,"about_ca_system_score_gemma":0.0002534567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001962667,"about_ca_topic_score_gemma":0.006146161,"domain_scores_codex":[0.9962115,0.00001668247,0.001104845,0.0008146028,0.0005833813,0.00126902],"domain_scores_gemma":[0.9961578,0.0001604687,0.001000007,0.0008413208,0.001802382,0.00003802863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002143332,0.001264576,0.0433889,0.004511846,0.0006564344,0.0000367482,0.001486761,0.00287345,0.02140645,0.1503037,0.0858642,0.6860636],"study_design_scores_gemma":[0.00161298,0.000004758626,0.02969635,0.0001150183,0.00007122594,0.00002603712,0.0006018399,0.004399975,0.0001330652,0.000539743,0.9620891,0.0007099313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8766389,0.0000798882,0.05105627,0.005060506,0.001946985,0.005010668,0.00002484696,0.0007929194,0.05938898],"genre_scores_gemma":[0.9862452,0.000001466221,0.002011363,0.003041933,0.004050357,0.0007812519,0.0007928539,0.0002108648,0.002864743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8762249,"threshold_uncertainty_score":0.99977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106021089332887,"score_gpt":0.2516462739631798,"score_spread":0.2205860630698509,"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."}}