{"id":"W2801440562","doi":"10.3968/10088","title":"On the Stages Recognition of Humboldt’s Education Thoughts","year":2018,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Alexander von Humboldt Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Range (aeronautics); Sociology; Service (business); Epistemology; Cognitive science; Linguistics; Psychology; Computer science; Philosophy; Engineering; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003608808,0.00007378898,0.0001117746,0.00009277443,0.0005637499,0.000009525221,0.0002614475,0.00006082065,0.001292063],"category_scores_gemma":[0.0001020491,0.00005359492,0.00003327219,0.0004235644,0.002185528,0.0001176242,0.0000431743,0.00007501763,0.0001778863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005439111,"about_ca_system_score_gemma":0.0005739901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005557701,"about_ca_topic_score_gemma":0.000002613482,"domain_scores_codex":[0.9993134,0.0000850334,0.0001866125,0.0001790263,0.0000908806,0.0001450231],"domain_scores_gemma":[0.9989313,0.0001133842,0.0002323216,0.0001520869,0.0005608214,0.00001012045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004609059,0.0008415854,0.002545399,0.00002399024,0.00004156396,9.87279e-9,0.01273393,3.392996e-8,0.2748985,0.6113737,0.08230918,0.01518604],"study_design_scores_gemma":[0.0001729861,0.0002043335,0.6122496,0.00006437274,0.00003179387,9.576047e-7,0.003751436,3.834874e-8,0.3125019,0.02474982,0.04612659,0.0001461489],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8411748,0.000299052,0.000006095594,0.001294362,0.003580954,0.0002037111,0.000008912736,0.00001861494,0.1534135],"genre_scores_gemma":[0.986543,0.00001219018,0.00004454464,0.0004030468,0.0002496601,0.00002778692,0.000008277113,0.000004228673,0.0127073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6097042,"threshold_uncertainty_score":0.9996209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080321446430445,"score_gpt":0.3313948823164036,"score_spread":0.2905916678520991,"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."}}