{"id":"W1986338457","doi":"10.1016/j.nbt.2009.03.006","title":"Growth and profitability in small privately held biotech firms: preliminary findings","year":2009,"lang":"en","type":"article","venue":"New Biotechnology","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Profitability index; Business; Biotechnology; Finance; Biology","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":[0.0002894439,0.0001722842,0.0003463654,0.0006827158,0.00005434714,0.00003028663,0.0002735743,0.0006807487,0.00005809571],"category_scores_gemma":[0.0003380029,0.0001982635,0.00003908696,0.0008951166,0.0001187049,0.0001254254,0.00009571393,0.0004402847,0.00008804637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000626634,"about_ca_system_score_gemma":0.00002282896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002474289,"about_ca_topic_score_gemma":0.00003496452,"domain_scores_codex":[0.9985164,0.000007870675,0.0005459907,0.0005619726,0.00002014764,0.0003476516],"domain_scores_gemma":[0.9994224,0.00002809447,0.0001375703,0.0003455802,0.0000134892,0.00005284527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006013393,0.0001407457,0.08771636,0.00003691592,0.000009157441,0.000009720201,0.0001822349,4.548407e-7,0.004538061,0.8900526,0.000577089,0.01667653],"study_design_scores_gemma":[0.001358339,0.0009301677,0.4995306,0.00003124297,0.000002773391,0.00003554635,0.00005104783,0.0002001964,0.04927929,0.4361598,0.01195448,0.0004664604],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445651,0.0009529388,0.001572346,0.05008781,0.0001137486,0.0003428296,0.00001433883,0.000192324,0.002158571],"genre_scores_gemma":[0.9935655,0.0002636896,0.004857519,0.001075261,0.0000285771,0.000009364796,0.0000084455,0.00001257297,0.0001790624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4538928,"threshold_uncertainty_score":0.8084953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674441366814819,"score_gpt":0.2142705207869496,"score_spread":0.1875261071188014,"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."}}