{"id":"W7065857897","doi":"","title":"ERIC ED537028: Communication Technician: Apprenticeship Course Outline. Apprenticeship and Industry Training. 2209","year":2009,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Technician; Certification; Work (physics); Test (biology); Scope (computer science); Vocational education; Quality (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007729723,0.001272541,0.0006056051,0.001010014,0.001420682,0.002498157,0.001290124,0.002256241,0.5877403],"category_scores_gemma":[0.001214428,0.0005223528,0.0003439275,0.0006482432,0.0002939908,0.001439408,0.003013158,0.00195148,0.5228111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008831654,"about_ca_system_score_gemma":0.003301539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002707412,"about_ca_topic_score_gemma":0.007773214,"domain_scores_codex":[0.9995017,0.0000445519,0.00002078488,0.00007254467,0.0001828871,0.0001775409],"domain_scores_gemma":[0.9988398,0.00007939534,0.00004012467,0.00004746725,0.0003586194,0.0006345891],"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":[0.0001053948,0.0009733169,0.0005165086,0.0001294996,0.000001410655,0.000118267,0.0001345216,0.0002319972,0.001643787,0.0020447,0.8492411,0.1448595],"study_design_scores_gemma":[0.00003468972,0.0002155787,0.002570044,0.0001517114,0.000001648982,0.0001508722,0.0002102387,0.0004346892,0.0005063315,0.0008817123,0.994832,0.00001039655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004020389,0.0006218728,0.004815992,0.002875482,0.00151291,0.0009719469,0.00176821,0.00212318,0.9812902],"genre_scores_gemma":[0.003690579,0.0005380895,0.002452364,0.001004539,0.0001579228,0.0003824314,0.0009521451,0.0001799403,0.990642],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5877403,"threshold_uncertainty_score":0.5880384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210656852761308,"score_gpt":0.2069999770088228,"score_spread":0.1948934084812097,"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."}}