{"id":"W7098960751","doi":"","title":"Director, UNESCO – Learning Without Frontiers coordination unit","year":2011,"lang":"en","type":"article","venue":"","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; Underdevelopment; Unit (ring theory); Intervention (counseling); Conceptual framework; Active learning (machine learning)","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":[0.00662044,0.0009086542,0.000537336,0.002107847,0.001635232,0.005202952,0.001995184,0.003012524,0.1851756],"category_scores_gemma":[0.009237292,0.0003027932,0.0003555971,0.001828919,0.0008121356,0.003478037,0.003279784,0.002923126,0.06009268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004010583,"about_ca_system_score_gemma":0.0137834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0178434,"about_ca_topic_score_gemma":0.01269473,"domain_scores_codex":[0.9952544,0.0007602177,0.0002518804,0.0007118037,0.002137349,0.0008843169],"domain_scores_gemma":[0.9890616,0.0007769179,0.0005965182,0.001062102,0.004980751,0.00352209],"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":[0.0001330353,0.00005547123,0.0007413123,0.0002310506,0.00000509624,0.0001706481,0.0001923052,0.0002161286,0.0007266035,0.01811242,0.8666308,0.1127852],"study_design_scores_gemma":[0.000004375304,0.00000666142,0.000317376,0.00003210887,7.040517e-7,0.00003116405,0.0000610177,0.00004306102,0.0001310671,0.0005001901,0.9988698,0.000002548488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004150187,0.01274464,0.01066305,0.1345484,0.04441923,0.00134583,0.009505872,0.002743443,0.7798793],"genre_scores_gemma":[0.01731834,0.003436778,0.005546384,0.007865647,0.00298283,0.0003886396,0.003781283,0.0009527917,0.9577273],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8148245,"threshold_uncertainty_score":0.6194739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04679639142559543,"score_gpt":0.195837230989783,"score_spread":0.1490408395641875,"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."}}