{"id":"W7059540766","doi":"","title":"Foreword","year":2010,"lang":"en","type":"book","venue":"eScholarship (California Digital Library)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate social responsibility; Politics; Business ethics; Social responsibility; State (computer science); Natural (archaeology); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006808359,0.0009610224,0.0007881126,0.001448188,0.00212994,0.005722043,0.00149167,0.00274706,0.7356774],"category_scores_gemma":[0.004280328,0.0003340498,0.0005372812,0.001496056,0.0006920268,0.004182009,0.002806685,0.003258064,0.7159765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001555002,"about_ca_system_score_gemma":0.002226682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002360099,"about_ca_topic_score_gemma":0.003646775,"domain_scores_codex":[0.9991093,0.0001054571,0.00005063432,0.0001588328,0.0004780632,0.00009763632],"domain_scores_gemma":[0.9981443,0.0002711186,0.00007262103,0.0001569105,0.0009659105,0.0003891387],"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":[0.00001108518,0.00001133885,0.00003033739,0.00007387932,9.133279e-7,0.00002627732,0.0000419747,0.00001412331,0.00007152528,0.003029816,0.9612653,0.03542346],"study_design_scores_gemma":[0.000001537916,0.000004321847,0.00005698061,0.00004856786,4.517469e-7,0.00003115923,0.00004784513,0.000006513427,0.00002427262,0.0006634683,0.9991135,0.000001481963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0003297894,0.004305077,0.001368125,0.01551987,0.04222973,0.0002147563,0.002392279,0.0009748375,0.9326655],"genre_scores_gemma":[0.00115085,0.001487661,0.0003691681,0.003926013,0.00308295,0.00007201167,0.001215373,0.0003683421,0.9883277],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7356774,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00923127953983931,"score_gpt":0.188239818745586,"score_spread":0.1790085392057466,"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."}}