{"id":"W2478578334","doi":"10.1142/9789812770318_0002","title":"KNOWLEDGE CREATION DYNAMICS AND FINANCIAL GOVERNANCE: CRISIS OF GROWTH IN BIOTECH FIRMS","year":2007,"lang":"en","type":"book-chapter","venue":"Management of technology","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Business; Corporate governance; Financial crisis; Dynamics (music); Financial system; Accounting; Finance; Economics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001442154,0.00006812831,0.0001163379,0.001186713,0.001644023,0.005393912,0.0003794978,0.0007866623,0.002371002],"category_scores_gemma":[0.00527872,0.00008214924,0.00006042953,0.00186115,0.003674022,0.002603263,0.001487596,0.0007333118,0.0001453382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008360204,"about_ca_system_score_gemma":0.004155928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06803523,"about_ca_topic_score_gemma":0.0798943,"domain_scores_codex":[0.9993705,0.0001801425,0.000021572,0.0000593266,0.0001565667,0.0002118983],"domain_scores_gemma":[0.995388,0.001927646,0.001164498,0.0001615014,0.0006313505,0.0007269565],"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":[0.0003514696,0.0002906411,0.4022733,0.0001619929,0.00003185504,0.002100741,0.1397022,0.005779094,0.002778049,0.2779853,0.02217884,0.1463666],"study_design_scores_gemma":[0.00002219193,0.00006489838,0.748288,0.0002001063,0.00000622387,0.0003182535,0.1302861,0.007227411,0.000947804,0.05007091,0.06252425,0.00004382714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9127175,0.001085931,0.0006658566,0.01104078,0.00001430783,0.00001892227,0.0001588988,0.00001853071,0.0742793],"genre_scores_gemma":[0.9987388,0.0001295041,0.00004213567,0.00006684744,0.000004110431,0.000002427901,0.00002128385,0.000001058203,0.0009937934],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06803523,"threshold_uncertainty_score":0.1352785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217122676461235,"score_gpt":0.2293213949087755,"score_spread":0.2171501681441631,"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."}}