{"id":"W1795517192","doi":"","title":"Uphold professional values","year":2013,"lang":"en","type":"article","venue":"Lund University Publications (Lund University)","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Political science","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002818829,0.0001171931,0.00010999,0.0008543988,0.003132247,0.0002979506,0.0007257288,0.0001646456,0.006338009],"category_scores_gemma":[0.0002851004,0.0001476758,0.00008246837,0.003282489,0.0004060175,0.004675879,0.0001268767,0.00038192,0.0008027863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005446362,"about_ca_system_score_gemma":0.001631615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007768667,"about_ca_topic_score_gemma":0.00139668,"domain_scores_codex":[0.9985744,0.0003293271,0.0001194021,0.000312075,0.0003283603,0.0003363985],"domain_scores_gemma":[0.9979182,0.0002980129,0.0001655136,0.0003531217,0.000963443,0.000301709],"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":[0.000005226657,0.0001838422,0.001185323,0.00000261342,0.00002714554,0.000001390818,0.003911092,0.00000272226,0.00002777463,0.8890289,0.1050841,0.0005398695],"study_design_scores_gemma":[0.0002556548,0.00000996523,0.004163519,0.000006026115,0.00003419938,8.433668e-7,0.04560256,0.00003033217,0.000003793655,0.001465375,0.948253,0.0001747573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01076043,0.000006877002,0.0006125275,0.0879516,0.0004344561,0.0003709459,0.00001962182,0.0002609428,0.8995826],"genre_scores_gemma":[0.01867727,0.000055479,0.001312914,0.0004936579,0.0001281325,9.745087e-7,0.00007061273,0.000007959946,0.979253],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8875635,"threshold_uncertainty_score":0.9999752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281067270357474,"score_gpt":0.2887201907012052,"score_spread":0.2606134636654578,"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."}}