{"id":"W4401503276","doi":"10.1075/lald.69.04kup","title":"Gender assignment in German as a heritage language in an English-speaking context","year":2024,"lang":"en","type":"book-chapter","venue":"Language acquisition & language disorders","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"German; Heritage language; Linguistics; Context (archaeology); History; Philosophy; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003571298,0.0003261592,0.0002248542,0.0006407645,0.002303183,0.001142415,0.0003814508,0.0004922469,0.001204574],"category_scores_gemma":[0.0007087212,0.0001497373,0.0001180875,0.0004618332,0.002562333,0.0005240391,0.0007505249,0.0004543017,0.0001581018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001722174,"about_ca_system_score_gemma":0.001175028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05839591,"about_ca_topic_score_gemma":0.153671,"domain_scores_codex":[0.9996631,0.00009440306,0.000009500751,0.00004301924,0.0000635325,0.0001263818],"domain_scores_gemma":[0.9997498,0.00008279162,0.00005402439,0.00001385538,0.00003259531,0.00006694051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001592346,0.0002233963,0.1516991,0.0001432033,0.00001930924,0.181923,0.5708676,0.000213373,0.02399392,0.01612655,0.002449898,0.05218144],"study_design_scores_gemma":[0.00001148028,0.0003722785,0.2533439,0.0001541768,0.00004748602,0.1742666,0.5118638,0.0004901589,0.008406742,0.001924811,0.04903902,0.00007943226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994843,0.0003574962,0.00008560572,0.000148269,0.000008493762,0.000003925897,0.00001816489,0.000004514674,0.004530473],"genre_scores_gemma":[0.9979113,0.0001873172,0.0001247339,0.00003476629,0.000002580696,0.000001791453,0.000008740781,0.000002704923,0.001726034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05839591,"threshold_uncertainty_score":0.1161121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556777122211608,"score_gpt":0.3174338932947843,"score_spread":0.3018661220726682,"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."}}