{"id":"W4235146712","doi":"10.1007/s11837-004-0262-8","title":"Letters to the editor","year":2004,"lang":"en","type":"article","venue":"JOM","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002130324,0.0006318553,0.001107019,0.001042515,0.00213104,0.003400346,0.001491331,0.01299601,0.03317905],"category_scores_gemma":[0.02807182,0.0004682133,0.0007530446,0.0005810568,0.001069789,0.001590718,0.0009703573,0.009773875,0.01639017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001904635,"about_ca_system_score_gemma":0.002703992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002160111,"about_ca_topic_score_gemma":0.003784334,"domain_scores_codex":[0.998166,0.0004206894,0.0002080162,0.0002084372,0.0007053202,0.0002914586],"domain_scores_gemma":[0.9863471,0.004299274,0.0007147268,0.0005423959,0.00595527,0.002141116],"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":[0.00003933637,0.00001426248,0.0001892402,0.0000573945,0.000006651471,0.0005959115,0.00004654042,0.00001262885,0.0000569416,0.0007553382,0.9919446,0.00628132],"study_design_scores_gemma":[0.00003346095,0.00002074284,0.0008244667,0.0001515605,0.00001101758,0.001034687,0.0002008033,0.00004743946,0.0001504347,0.0007349491,0.9967766,0.00001392412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0009229319,0.004528393,0.0001164768,0.6894731,0.2845166,0.00002686043,0.00007570054,0.00004973822,0.02029026],"genre_scores_gemma":[0.01477133,0.007066297,0.000366149,0.6218372,0.2470271,0.000054973,0.0001100961,0.00007906815,0.1086879],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.966821,"threshold_uncertainty_score":0.1109949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2544266590278219,"score_gpt":0.526466229927154,"score_spread":0.2720395708993321,"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."}}