{"id":"W2031506701","doi":"10.1007/s001700200028","title":"Partnership Synthesis for Virtual Enterprises","year":2002,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"National Natural Science Foundation of China; City University of Hong Kong","keywords":"General partnership; Industrial and production engineering; Business; Manufacturing engineering; Engineering; Computer science; Engineering management; Process management; Mechanical engineering; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.0002258225,0.0001355736,0.0001807056,0.0005838194,0.0001091565,0.0001570202,0.001191468,0.00006162044,0.0002891989],"category_scores_gemma":[0.0009567079,0.00009950982,0.0001154755,0.0001411185,0.0001008801,0.0006862863,0.0001952073,0.0001813494,0.00005104825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007790808,"about_ca_system_score_gemma":0.00001003739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002737754,"about_ca_topic_score_gemma":0.000008427262,"domain_scores_codex":[0.9989462,0.000005932537,0.0004110253,0.0001335397,0.0003258372,0.0001774292],"domain_scores_gemma":[0.9984607,0.0002919272,0.0006274353,0.0001905492,0.0004207982,0.000008631325],"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":[0.001626979,0.0008189004,0.005654047,0.000113249,0.001428762,0.0002111099,0.0003881193,0.03587577,0.02070097,0.1040311,0.1019555,0.7271955],"study_design_scores_gemma":[0.001818879,0.0001028557,0.0006121176,0.0002457677,0.0001296773,0.0001414239,0.001305527,0.001430853,0.1868785,0.05219289,0.7547644,0.000377178],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932899,0.0003092689,0.01680078,0.04270834,0.003516473,0.0003262611,0.000007107348,0.0002262546,0.003206507],"genre_scores_gemma":[0.9965165,0.00007631106,0.001023549,0.0009621395,0.001092327,0.00003530825,0.000001054746,0.00002067004,0.0002721492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7268183,"threshold_uncertainty_score":0.4057893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804144311431313,"score_gpt":0.2489172435808571,"score_spread":0.230875800466544,"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."}}