{"id":"W4300604700","doi":"10.1515/9781685851293-001","title":"Preface","year":2008,"lang":"en","type":"book-chapter","venue":"Lynne Rienner Publishers eBooks","topic":"European Union Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canada Council for the Arts; University of Victoria","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005269828,0.0004475196,0.0004388505,0.0001715114,0.0007993738,0.0005348187,0.001066303,0.0006045722,0.001225705],"category_scores_gemma":[0.0003315358,0.0004579468,0.0003015264,0.00004482528,0.001162352,0.0006698194,0.0001902713,0.0008115648,0.0006721786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002593813,"about_ca_system_score_gemma":0.0006305563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307897,"about_ca_topic_score_gemma":0.001489995,"domain_scores_codex":[0.9971123,0.0001113179,0.0004504626,0.0006832798,0.0008864258,0.0007561942],"domain_scores_gemma":[0.9979706,0.0001595189,0.0004620638,0.0007074412,0.0002335534,0.0004667954],"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":[0.00000888206,0.000006402079,0.000003145671,0.000008215902,0.00003583313,0.00004954291,0.005400345,5.985268e-7,9.908972e-7,0.5441728,0.4436085,0.006704702],"study_design_scores_gemma":[0.0002304853,0.00003037341,0.00002752158,0.00007895869,0.0000247927,0.00000715663,0.0001393442,4.710703e-7,0.000007976192,0.008677633,0.9902301,0.000545197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005469097,0.0004014997,0.00001450749,0.0008885899,0.001095671,0.0003716808,0.00005137961,0.0003646465,0.9967573],"genre_scores_gemma":[0.003594715,0.0002217318,0.0001081779,0.001955564,0.001664764,0.00001146748,0.0000231023,0.0001289912,0.9922915],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5466216,"threshold_uncertainty_score":0.9997872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355656958660808,"score_gpt":0.2534045526392031,"score_spread":0.219847983052595,"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."}}