{"id":"W2098171525","doi":"10.1002/alt.20259","title":"Design and prevention","year":2009,"lang":"en","type":"article","venue":"Alternatives to the High Cost of Litigation","topic":"Healthcare Facilities Design and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Pacific Railway (Canada)","funders":"","keywords":"Focus (optics); Political science; Business; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00141806,0.00005239453,0.0000852413,0.00003867632,0.0002350764,0.00003264787,0.0001249753,0.00003111695,0.0000233014],"category_scores_gemma":[0.0004338629,0.00004210766,0.00001939561,0.0001454524,0.0001338293,0.0001929318,0.00001135039,0.00005268623,0.000004742612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009820403,"about_ca_system_score_gemma":0.0001182249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008714837,"about_ca_topic_score_gemma":0.00008292202,"domain_scores_codex":[0.998579,0.0007346534,0.0001629743,0.0001262615,0.0002464168,0.000150658],"domain_scores_gemma":[0.9993519,0.0002102744,0.00006554905,0.0001142127,0.0001783342,0.00007971707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001186764,0.00006743854,0.0007810706,0.00002606257,0.00001479109,0.000001047133,0.1091973,0.000367544,0.000386512,0.5044121,0.0004788511,0.3841487],"study_design_scores_gemma":[0.0007152095,0.001405477,0.1774295,0.0001325276,0.00002262088,0.000001175283,0.02159899,0.0007396294,0.006463953,0.7310231,0.06013038,0.0003373796],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7919437,0.00008695967,0.1699644,0.03408003,0.0001548915,0.001559282,0.000005729984,0.00004068189,0.002164338],"genre_scores_gemma":[0.9960309,0.00005278719,0.002462938,0.0004290738,0.00008033791,0.00002235493,0.000002413517,0.00000202089,0.0009172265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3838113,"threshold_uncertainty_score":0.1808041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04983816587215873,"score_gpt":0.3691737641637353,"score_spread":0.3193355982915765,"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."}}