{"id":"W7010654576","doi":"","title":"The Irish Pharmaceutical Industry over the Boom&#13;\\nPeriod and Beyond (NIRSA) Working Paper Series. No. 39","year":2008,"lang":"en","type":"book","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Irish Research Council; Irish Research Council for the Humanities and Social Sciences","keywords":"Pharmaceutical industry; Irish; Investment (military); Perspective (graphical); Value (mathematics); Foreign direct investment; Manufacturing sector","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002656388,0.0005082791,0.0004288557,0.00007497809,0.003043633,0.0002355706,0.0008474092,0.0005792421,0.0004720765],"category_scores_gemma":[0.00005634743,0.0002520731,0.0002421703,0.0002778681,0.001725118,0.0003897384,0.001329,0.001561631,0.00003682675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002133704,"about_ca_system_score_gemma":0.0001427374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005291654,"about_ca_topic_score_gemma":0.002854984,"domain_scores_codex":[0.9976829,0.0003225196,0.0002129275,0.0008170168,0.0003274552,0.0006371692],"domain_scores_gemma":[0.9980706,0.0009491971,0.0002440668,0.0002487855,0.0001120437,0.0003752917],"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":[0.00704507,0.0007667359,0.1088007,0.0002657677,0.002171066,0.002248452,0.004681029,0.00002449541,0.0009402885,0.108454,0.1452541,0.6193483],"study_design_scores_gemma":[0.0004542449,0.000128039,0.05614125,0.0001020055,0.0001560072,0.00003690648,0.002146759,0.00002795988,0.000007124717,0.0004449003,0.9398702,0.0004845386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.366726,0.0005713607,0.00002070125,0.003098003,0.0003017132,0.0008490986,0.0006352047,0.0001321964,0.6276657],"genre_scores_gemma":[0.3856388,0.02927232,0.000119145,0.001480049,0.001216459,0.000002435517,0.0003850597,0.00001417373,0.5818716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7946162,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354848915737939,"score_gpt":0.1985479220425643,"score_spread":0.1749994328851849,"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."}}