{"id":"W2087603868","doi":"10.1007/s00038-007-0230-5","title":"In search of social value","year":2007,"lang":"en","type":"article","venue":"Sozial- und Präventivmedizin","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Public health; Value (mathematics); Environmental health; Medicine; Computer science; Nursing","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":[0.002661272,0.0003121366,0.0005212357,0.001498891,0.003346919,0.007372802,0.0006167784,0.002780567,0.01492769],"category_scores_gemma":[0.007797709,0.0001357491,0.000230226,0.001289701,0.01406172,0.006505403,0.003224759,0.003565588,0.001054308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003403754,"about_ca_system_score_gemma":0.003204125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003097268,"about_ca_topic_score_gemma":0.004744605,"domain_scores_codex":[0.9981528,0.0008531495,0.00004727844,0.0002721278,0.0004296331,0.0002449805],"domain_scores_gemma":[0.9977638,0.001010994,0.0002481536,0.0002874684,0.0003861287,0.0003035831],"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":[0.000007972664,0.00001032773,0.0004200166,0.00001319305,0.000004982519,0.00001592497,0.0006252356,0.00007752767,0.00004214234,0.9898086,0.00346433,0.005509613],"study_design_scores_gemma":[0.000008087129,0.00001191724,0.0007026759,0.00006228244,0.000004744987,0.00002526309,0.001508157,0.0003173611,0.00007339546,0.9485869,0.0486937,0.000005609093],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04194095,0.01018198,0.011129,0.2057324,0.001387399,0.00004616115,0.0001416128,0.00003972117,0.7294008],"genre_scores_gemma":[0.9386281,0.003396102,0.001925089,0.008350766,0.001216258,0.00005956378,0.00006710989,0.00003298472,0.04632403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01492769,"threshold_uncertainty_score":0.04993808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05887257350241217,"score_gpt":0.4128154844227866,"score_spread":0.3539429109203744,"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."}}