{"id":"W4240244873","doi":"10.1027/0838-1925.16.2.49","title":"Dear Colleagues","year":2004,"lang":"en","type":"article","venue":"Allergy & Clinical Immunology International - Journal of the World Allergy Organization","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002974924,0.0005428187,0.000634813,0.0009916859,0.0021069,0.003878033,0.001469267,0.005439794,0.07248837],"category_scores_gemma":[0.0400432,0.0003209812,0.0006172424,0.000562023,0.0007673063,0.002830825,0.001894179,0.008591722,0.04558947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666198,"about_ca_system_score_gemma":0.004128789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002536691,"about_ca_topic_score_gemma":0.007288004,"domain_scores_codex":[0.996991,0.0005293052,0.0001728507,0.0005144872,0.001354562,0.0004378522],"domain_scores_gemma":[0.9742477,0.002381929,0.001438231,0.0007734481,0.01380005,0.007358633],"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":[0.00003276975,0.00002023388,0.0008455557,0.00006493969,0.000008860113,0.0003321258,0.0001143452,0.00001579519,0.0001147815,0.0004411452,0.9739813,0.02402805],"study_design_scores_gemma":[0.00002823651,0.00002630389,0.001136911,0.0002053134,0.00002416929,0.00211066,0.0005380164,0.00005314651,0.0002556249,0.001037722,0.9945568,0.00002718183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001688201,0.01087029,0.001176178,0.7116317,0.2506033,0.00008888195,0.000540555,0.0003078703,0.02309304],"genre_scores_gemma":[0.01578234,0.009221462,0.002629473,0.5902923,0.08566158,0.0002126136,0.0005491296,0.0002699398,0.2953811],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07248837,"threshold_uncertainty_score":0.2424977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0460755330232023,"score_gpt":0.3887222795636826,"score_spread":0.3426467465404803,"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."}}