{"id":"W7037592438","doi":"","title":"ERIC ED540032: Trades to Academic Transfer. Special Report","year":2012,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Vocational education; Laddering; Higher education; Academic program; Technology transfer","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":[0.002591379,0.001066746,0.0005178247,0.001875667,0.002775757,0.00669659,0.002148718,0.006453698,0.4259959],"category_scores_gemma":[0.00667994,0.0005971424,0.0006131512,0.00264339,0.001380533,0.002660878,0.003659904,0.002648098,0.2209285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004940976,"about_ca_system_score_gemma":0.01301611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0753215,"about_ca_topic_score_gemma":0.119682,"domain_scores_codex":[0.997526,0.0002253041,0.0001489823,0.0002608887,0.001209261,0.0006296193],"domain_scores_gemma":[0.99424,0.0009798086,0.0002660348,0.0005150584,0.00243504,0.001563925],"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":[0.00001869024,0.00002380517,0.0002107643,0.00008425985,7.19148e-7,0.00009526572,0.00003246639,0.00001728765,0.0000743765,0.001112142,0.9762038,0.02212641],"study_design_scores_gemma":[0.000003825014,0.00001234732,0.001474826,0.0000780077,6.778803e-7,0.0000584487,0.0001083048,0.00002315569,0.00006618761,0.0001901322,0.9979795,0.000004634159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001081049,0.004741076,0.0004117318,0.02678537,0.02684534,0.000361264,0.004362325,0.0008553056,0.9345565],"genre_scores_gemma":[0.002105277,0.002081635,0.0001093871,0.003545221,0.002428911,0.00007044108,0.001359135,0.0001737077,0.9881263],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4259959,"threshold_uncertainty_score":0.8187472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247617450171551,"score_gpt":0.1879751512719461,"score_spread":0.1754989767702306,"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."}}