{"id":"W157975825","doi":"","title":"A Network-Centric Snapshot of Value Co-Creation in Finnish Innovation Financing","year":2011,"lang":"en","type":"article","venue":"The open source business resource","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Snapshot (computer storage); Business; Value (mathematics); Value creation; Industrial organization; Finance; Computer science; Database","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":[],"consensus_categories":[],"category_scores_codex":[0.001308611,0.0002695573,0.0003893595,0.0004407654,0.000297159,0.0003085633,0.001194304,0.0001524599,0.0003717597],"category_scores_gemma":[0.0002114152,0.000227159,0.00006009783,0.004312246,0.0001476569,0.001065401,0.0008016746,0.0002196051,0.00007092639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005908455,"about_ca_system_score_gemma":0.00005387749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002205534,"about_ca_topic_score_gemma":0.0001542956,"domain_scores_codex":[0.9980072,0.00005353322,0.0007048422,0.0003914737,0.0003552243,0.0004877641],"domain_scores_gemma":[0.9983141,0.00007707298,0.0007222192,0.0005315406,0.0003434444,0.00001159186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002847229,0.001986643,0.4860752,0.001586344,0.0002033799,0.000107382,0.005958909,0.03151266,0.002247651,0.2724978,0.09007497,0.1049019],"study_design_scores_gemma":[0.002165847,0.00002465763,0.4339091,0.0005083733,0.00009136424,0.00001074411,0.000680619,0.006851739,0.0001398656,0.007257279,0.547723,0.0006373494],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8874711,0.0002984398,0.00639094,0.0006465171,0.0002799195,0.00112784,0.000003474949,0.0000936238,0.1036881],"genre_scores_gemma":[0.9961893,0.00000754523,0.0001551102,0.002165006,0.000743522,0.00004392442,0.0001910626,0.00004718346,0.0004573275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.457648,"threshold_uncertainty_score":0.9263276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03490553023446445,"score_gpt":0.252337453132453,"score_spread":0.2174319228979886,"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."}}