{"id":"W2809330623","doi":"10.3138/uram.31.2-3.132","title":"Tibor Horvath: Teacher for a Lifetime","year":2008,"lang":"en","type":"article","venue":"Ultimate Reality and Meaning","topic":"Education, Psychology, and Social Research","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001699542,0.00006609863,0.0001271573,0.00003655926,0.001338306,0.00003975562,0.0001100048,0.0001145235,0.00009931884],"category_scores_gemma":[0.001033624,0.00006528391,0.00004486954,0.0001218373,0.0004038403,0.0001220233,0.00001538636,0.0001098103,0.00001188802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005050446,"about_ca_system_score_gemma":0.0001754876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003797546,"about_ca_topic_score_gemma":0.001157471,"domain_scores_codex":[0.998947,0.0001980175,0.0001301974,0.0001934554,0.0001947281,0.0003366604],"domain_scores_gemma":[0.9992894,0.0002929859,0.00004334633,0.00009769855,0.0001204305,0.0001561272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001289643,0.0004438892,0.07859915,0.0001165233,0.00009174291,0.000007628702,0.4904574,0.000001991077,0.0005304021,0.2964603,0.05750037,0.07566161],"study_design_scores_gemma":[0.0008775252,0.00009965641,0.06705468,0.0000410023,0.00002685578,0.000004226003,0.03446482,0.0001823799,0.00006832712,0.02054978,0.8762871,0.000343614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6200759,0.0003083402,0.001178615,0.01053172,0.000427132,0.0006707864,0.00002296846,0.0001574754,0.366627],"genre_scores_gemma":[0.98603,0.00162001,0.002443147,0.0002713402,0.0007948054,0.00004868018,0.00001628259,0.00001257022,0.008763098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8187867,"threshold_uncertainty_score":0.9999618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1901535049426527,"score_gpt":0.4757493024856726,"score_spread":0.2855957975430199,"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."}}