{"id":"W4391962520","doi":"10.1515/9783111317076-001","title":"Einleitung","year":2024,"lang":"de","type":"book-chapter","venue":"","topic":"German Social Sciences and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001459918,0.001073659,0.0007568305,0.002187856,0.001523128,0.00350644,0.00144247,0.00192761,0.393977],"category_scores_gemma":[0.004041558,0.0003732469,0.0004803577,0.002153015,0.0006546658,0.003535938,0.003475843,0.002806428,0.2903383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435244,"about_ca_system_score_gemma":0.002519054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002321905,"about_ca_topic_score_gemma":0.002798552,"domain_scores_codex":[0.9990026,0.0002109025,0.00007243071,0.0001814343,0.000419109,0.0001135639],"domain_scores_gemma":[0.998694,0.0002802921,0.00008302891,0.0001583751,0.0005463862,0.0002380342],"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":[0.00004821963,0.00003573962,0.0001498006,0.0003871606,0.000004768633,0.00008720279,0.0003437131,0.00007127296,0.000613342,0.02092874,0.8043012,0.1730289],"study_design_scores_gemma":[0.000002674368,0.00001211275,0.00008965257,0.0001471231,0.000001566669,0.00007075071,0.00006749998,0.00001105468,0.00007751039,0.001204695,0.9983125,0.000002895246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002270533,0.05787825,0.008721519,0.0269674,0.03395471,0.0006155471,0.006801351,0.001449986,0.8613408],"genre_scores_gemma":[0.003705147,0.01544999,0.002149202,0.003480937,0.002729293,0.0003217445,0.00324749,0.0003951627,0.9685211],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.393977,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03254237191491548,"score_gpt":0.2842269769139844,"score_spread":0.2516846049990689,"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."}}