{"id":"W4221038168","doi":"10.1075/ld.00114.whi","title":"Unspoken assumptions, deep holes and boundless expectations","year":2022,"lang":"en","type":"article","venue":"Language and Dialogue","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Mediation; Discipline; German; Context (archaeology); Action (physics); Sociology; Cross disciplinary; Epistemology; Pedagogy; Social science; Linguistics; History; Philosophy; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000884182,0.000101425,0.0001492122,0.0001011608,0.001005383,0.0001726551,0.00007765084,0.00001187044,0.001531943],"category_scores_gemma":[0.00002508437,0.00009076212,0.00004092643,0.00003774032,0.0003100527,0.0001304479,0.0001399662,0.00009436894,0.00001595814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001309366,"about_ca_system_score_gemma":0.000008759956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007326207,"about_ca_topic_score_gemma":0.00683595,"domain_scores_codex":[0.9993573,0.00006141035,0.0001200781,0.0001822872,0.0001314383,0.0001474497],"domain_scores_gemma":[0.9996874,0.00007328206,0.00004515445,0.0001340895,0.00002050579,0.0000395379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000137556,0.0001237757,0.001374129,0.00002712532,0.0002139536,0.0001016847,0.6438355,0.00001651554,0.0001071867,0.337409,0.003684533,0.01309279],"study_design_scores_gemma":[0.0004258777,0.00007117154,0.001076663,0.000008135118,0.0001903086,0.00001382629,0.9461246,0.00008081486,0.00002629348,0.00304418,0.04863833,0.0002998759],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265507,0.02033742,0.00005187696,0.0005647435,0.0002763085,0.0001368128,0.0002509791,0.0001014137,0.05172968],"genre_scores_gemma":[0.9952536,0.00009116175,0.00005708743,0.0003657804,0.0003327613,0.00008175361,0.0001636439,0.00001226102,0.003641929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3343648,"threshold_uncertainty_score":0.9993808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581770243424056,"score_gpt":0.249698866991162,"score_spread":0.2338811645569215,"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."}}