{"id":"W1810995926","doi":"","title":"Open Innovation 2.0","year":2008,"lang":"en","type":"article","venue":"The open source business resource","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Computer science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001184251,0.0004618235,0.0006034987,0.0005621268,0.002167703,0.003142657,0.005164746,0.0001623335,0.0004656601],"category_scores_gemma":[0.0002215886,0.0003427455,0.0001006366,0.007914138,0.0002872945,0.002963836,0.004325748,0.0002744563,0.0008440405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004849388,"about_ca_system_score_gemma":0.0001338618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007559436,"about_ca_topic_score_gemma":0.0002215917,"domain_scores_codex":[0.9970955,0.00003961648,0.0007726342,0.0008241265,0.0006563007,0.0006118025],"domain_scores_gemma":[0.99659,0.00007288702,0.0007495661,0.001154265,0.001409777,0.00002352239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001731511,0.002117731,0.07084715,0.001083505,0.0008001128,0.0002438521,0.001979128,0.1066628,0.001755279,0.04905285,0.456101,0.307625],"study_design_scores_gemma":[0.00112395,0.000004033031,0.01002157,0.0001043036,0.0001180312,0.0000380157,0.0004143431,0.0218525,0.00001386624,0.001742399,0.9639444,0.0006225408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5933799,0.0005152969,0.07355992,0.02106011,0.0005627339,0.002620543,0.000008894804,0.001024368,0.3072682],"genre_scores_gemma":[0.9636251,0.00001429326,0.0002713951,0.01315493,0.00161058,0.0001586034,0.0001740761,0.000135464,0.02085551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5078434,"threshold_uncertainty_score":0.9999339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05227721379704244,"score_gpt":0.2598374287816165,"score_spread":0.207560214984574,"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."}}