{"id":"W2087909858","doi":"10.1109/vlsi-soc.2013.6673231","title":"Panel: Regional and global collaboration models to boost chip design sector in the middle east","year":2013,"lang":"en","type":"article","venue":"","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Position (finance); Subsidy; State (computer science); Session (web analytics); Business; Computer science; Political science; Regional science; Engineering; Finance; Sociology; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002862167,0.0003825719,0.0001471956,0.0003920533,0.001231304,0.001906676,0.0006624417,0.002320147,0.02671211],"category_scores_gemma":[0.001603025,0.0001841029,0.0006284305,0.0005900872,0.0005374679,0.002418807,0.001340026,0.002306957,0.002099308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003362285,"about_ca_system_score_gemma":0.002643891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01694645,"about_ca_topic_score_gemma":0.03523131,"domain_scores_codex":[0.9995548,0.0001442258,0.000007985085,0.0000559114,0.00005732257,0.0001797514],"domain_scores_gemma":[0.9989263,0.000246661,0.00004763172,0.00005710767,0.0003249188,0.0003972361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000274241,0.0001409511,0.003708775,0.0001208133,0.00002593683,0.0002643453,0.001092237,0.003451893,0.001161135,0.07687689,0.886215,0.02666778],"study_design_scores_gemma":[0.0001227069,0.0001433647,0.01808189,0.0003757041,0.00008110949,0.0001066555,0.005963834,0.004521774,0.001379472,0.02226624,0.9469034,0.00005383296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.067219,0.00619356,0.01111334,0.4068426,0.004508032,0.0004138035,0.001913315,0.000157999,0.5016385],"genre_scores_gemma":[0.598245,0.006286811,0.006989557,0.05443562,0.001941123,0.0003791132,0.00118102,0.00009419776,0.3304476],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02671211,"threshold_uncertainty_score":0.08936095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2661540259175317,"score_gpt":0.2459474885015764,"score_spread":0.02020653741595532,"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."}}