{"id":"W4407276447","doi":"10.70266/9783886177226","title":"10.70266/9783886177226","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bildung; Philosophy; Humanities","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":["insufficient_payload"],"category_scores_codex":[0.0003401064,0.0001628174,0.0002800875,0.00009335274,0.0006425984,0.00002952294,0.0002957097,0.0004024604,0.9953197],"category_scores_gemma":[0.0001490211,0.00017132,0.0000994533,0.00009411087,0.0004057433,0.00004447408,0.00004184443,0.0002178452,0.9951237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078127,"about_ca_system_score_gemma":0.0007458536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007472628,"about_ca_topic_score_gemma":1.201526e-7,"domain_scores_codex":[0.9989237,0.0001110395,0.0001633577,0.0002597876,0.0002232678,0.0003188915],"domain_scores_gemma":[0.999243,0.0002660896,0.00006651517,0.0001944592,0.00009003883,0.0001399422],"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":[0.000008914044,0.00001198754,1.994972e-7,0.000002902847,0.00004351344,0.000001143964,0.001770187,3.957623e-7,2.446309e-8,0.0001376661,0.9753696,0.02265345],"study_design_scores_gemma":[0.00004023918,0.00002517569,0.0000144911,0.00002133196,0.0000361666,3.271587e-7,0.0000640787,4.834301e-8,7.281332e-8,0.0005873077,0.9990139,0.0001968304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002746782,0.0006341779,4.683673e-8,0.00126652,0.00004164849,0.0002204083,0.00001922726,0.0001474882,0.9976677],"genre_scores_gemma":[8.911796e-7,0.00001686432,0.00001872782,0.0002460548,0.001768546,0.00004152336,0.0000400709,0.00002109133,0.9978462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02364432,"threshold_uncertainty_score":0.6986228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505426745146131,"score_gpt":0.2826573560098981,"score_spread":0.2576030885584367,"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."}}