{"id":"W6999773081","doi":"","title":"De Staat van het Klimaat 2009 - Actueel onderzoek en beleid nader verklaard:","year":2010,"lang":"nl","type":"book-chapter","venue":"TNO Repository","topic":"DNA and Biological Computing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Action (physics); Government (linguistics); Work (physics)","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004577429,0.0009855388,0.0007886041,0.0001011978,0.0005476477,0.00018343,0.0008784219,0.00293979,0.0006755461],"category_scores_gemma":[0.00009878303,0.0008790874,0.0006778113,0.00003894172,0.0004905097,0.000009790688,0.0007316713,0.001634312,0.0002869492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319891,"about_ca_system_score_gemma":0.0003842783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007062247,"about_ca_topic_score_gemma":0.00001761792,"domain_scores_codex":[0.996087,0.0002038423,0.0008196361,0.001453745,0.000408214,0.001027594],"domain_scores_gemma":[0.9974872,0.0001141031,0.00053264,0.001159235,0.0002201706,0.000486683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002401048,0.0001476644,0.0006396814,0.0001400581,0.0004735548,0.0004574927,0.00008781254,0.00001757261,0.9836575,0.0007643112,0.003405981,0.009968314],"study_design_scores_gemma":[0.0006297503,0.001060852,0.001130607,0.0001788231,0.0002517659,0.0005141764,0.00005678345,0.00002923603,0.2403124,0.0005864689,0.7539515,0.001297718],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3574272,0.009884113,0.000705199,0.0003364158,0.004409614,0.0009145518,0.0001839655,0.0001696236,0.6259694],"genre_scores_gemma":[0.7777711,0.0009616885,0.001311546,0.001180036,0.00590074,0.00001606919,0.0005015356,0.0001529551,0.2122043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7505455,"threshold_uncertainty_score":0.999366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007924104319338933,"score_gpt":0.2248373711552254,"score_spread":0.2169132668358865,"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."}}