{"id":"W1897862792","doi":"10.13025/21924","title":"The Irish National Innovation System: Structures, Performance and Challenges","year":2009,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Higher Education Authority; Canadian Institute of Steel Construction","keywords":"Irish; Context (archaeology); Strengths and weaknesses; National innovation system; Political science; Innovation system; Process management; Engineering; Business; Economics; Economy; Industrial organization; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02621304,0.0003215613,0.0006521542,0.003396559,0.006073027,0.02092773,0.002359319,0.002368553,0.006537995],"category_scores_gemma":[0.01604208,0.0004269339,0.0004646973,0.00514153,0.009338926,0.007474562,0.01153542,0.002782325,0.001575226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04110675,"about_ca_system_score_gemma":0.07925393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09428626,"about_ca_topic_score_gemma":0.07772528,"domain_scores_codex":[0.977415,0.006779063,0.001112648,0.001825962,0.005869035,0.006998384],"domain_scores_gemma":[0.9860742,0.002573658,0.001453974,0.0008629311,0.004829481,0.004205744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000124697,0.0001290823,0.02773108,0.0006502648,0.00004725116,0.0004134789,0.008223838,0.006084918,0.0006096968,0.7225338,0.03899018,0.1944618],"study_design_scores_gemma":[0.00007377125,0.0003868992,0.1085651,0.001335313,0.00003770315,0.0005276303,0.05276499,0.007867508,0.001226722,0.2063757,0.6204963,0.0003423366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2215678,0.006720833,0.007137361,0.1570506,0.0006542197,0.0003308116,0.001161677,0.0002677538,0.605109],"genre_scores_gemma":[0.9378884,0.004533565,0.00833457,0.004837382,0.0002053908,0.0004032986,0.0008911871,0.0001210479,0.04278517],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09428626,"threshold_uncertainty_score":0.2982517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04858208404929681,"score_gpt":0.3006276129577597,"score_spread":0.2520455289084629,"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."}}