{"id":"W2229926508","doi":"","title":"Reason for being","year":2002,"lang":"en","type":"article","venue":"Canadian veterinary journal","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Professional association; Medicine; Public relations; Relevance (law); Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004976678,0.0001138689,0.0001573774,0.0002011706,0.002755567,0.00003192158,0.000149015,0.0000935569,0.003932521],"category_scores_gemma":[0.0003039053,0.0001096261,0.00007352274,0.0001063001,0.00002792377,0.000339714,0.00002326633,0.0004975201,0.0006588047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004359886,"about_ca_system_score_gemma":0.0003096418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001970527,"about_ca_topic_score_gemma":0.00205241,"domain_scores_codex":[0.998599,0.0001844341,0.0003219295,0.0001404117,0.00009325356,0.0006609643],"domain_scores_gemma":[0.9986172,0.0002851333,0.000151361,0.0001612778,0.0001829117,0.0006020563],"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":[0.00009504194,0.00004358191,0.009500519,0.000128885,0.0001080111,0.0004393176,0.01448024,0.000001413699,0.000379604,0.001406035,0.9404775,0.03293986],"study_design_scores_gemma":[0.0004242446,0.0004430647,0.004998445,0.00009216907,0.00001958402,0.001075724,0.004804875,0.00005078238,5.326801e-7,0.0005484354,0.9874082,0.0001339982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8101087,0.001475809,0.0002422642,0.02751503,0.005645291,0.0005559363,0.00003595159,0.00005009662,0.1543709],"genre_scores_gemma":[0.9766015,0.0005674193,0.002503256,0.004172741,0.002010715,0.0001112709,0.000005198313,0.00003307882,0.01399486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1664928,"threshold_uncertainty_score":0.9985427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4878343190873236,"score_gpt":0.4956256424704866,"score_spread":0.007791323383162962,"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."}}