{"id":"W3206377489","doi":"10.25656/01:23405","title":"Was bleibt? – Reflexionen über die Transformation der Jahrestagung","year":2021,"lang":"de","type":"article","venue":"Pedocs (German Institute for International Educational Research)","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00259895,0.0003378432,0.0003744928,0.0005285811,0.003470356,0.0004835405,0.0009473557,0.0003980786,0.005274187],"category_scores_gemma":[0.007527565,0.0003763285,0.0003480655,0.0007163095,0.00198653,0.001526883,0.0002071624,0.00083205,0.003014823],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297593,"about_ca_system_score_gemma":0.006046316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646776,"about_ca_topic_score_gemma":0.001275493,"domain_scores_codex":[0.9948281,0.0005441523,0.0008966153,0.0008161262,0.001909123,0.001005905],"domain_scores_gemma":[0.9900218,0.002536601,0.0002659807,0.0003980831,0.006378406,0.000399097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001954091,0.000964575,0.001340051,0.0001371322,0.0009995921,0.000007132388,0.04698545,0.0001272748,0.0000883061,0.6439716,0.3024546,0.002728855],"study_design_scores_gemma":[0.0006738114,0.00004807609,0.008724005,0.0001423983,0.0001086669,0.000007753737,0.008645143,0.000135161,0.0002320114,0.06087098,0.9200422,0.000369813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1894531,0.01897897,0.0009717011,0.4859416,0.07314911,0.002157975,0.001325608,0.0001236292,0.2278983],"genre_scores_gemma":[0.7814192,0.01624522,0.002602189,0.002575421,0.0243868,0.00151458,0.009507759,0.00009787515,0.161651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6175876,"threshold_uncertainty_score":0.9998689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2092007301995653,"score_gpt":0.5231609183981016,"score_spread":0.3139601881985364,"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."}}