{"id":"W2772605474","doi":"10.1515/ijsl-2017-0040","title":"Faetar null subjects: a variationist study of a heritage language in contact","year":2017,"lang":"en","type":"article","venue":"International Journal of the Sociology of Language","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Linguistics; Subject pronoun; Pronoun; Syntax; Personal pronoun; Reflexive pronoun; Variety (cybernetics); Inflection; History; Variation (astronomy); Psychology; Computer science; Philosophy; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.001355385,0.00006124939,0.0002422549,0.00009437622,0.0001492014,0.00002119732,0.001101776,0.00009274678,0.0001923605],"category_scores_gemma":[0.003709697,0.00004605549,0.0001165092,0.00003064162,0.00042003,0.00008916063,0.00009790525,0.0002041397,0.000002073838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008832917,"about_ca_system_score_gemma":0.0001978706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009929238,"about_ca_topic_score_gemma":0.005865012,"domain_scores_codex":[0.9985817,0.0004487883,0.0004502595,0.00007767357,0.0003338643,0.0001077096],"domain_scores_gemma":[0.9979638,0.0002610282,0.001233055,0.0001886602,0.0003251058,0.00002828862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002189239,0.0007330364,0.231172,0.00000714286,0.0004070088,0.0002408036,0.7289985,0.0000229524,0.007921107,0.02963098,0.0001706564,0.0004769232],"study_design_scores_gemma":[0.004606655,0.000353862,0.7022092,0.00007977612,0.00007768957,0.00003066545,0.2877015,0.00002123234,0.0005958652,0.003710359,0.0004879366,0.0001252397],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909095,0.0001111442,0.00003814917,0.002316187,0.00159681,0.0001244991,0.00001424483,0.000003234566,0.004886272],"genre_scores_gemma":[0.9990002,0.00001174211,0.0001409569,0.0001474943,0.0003572284,0.000001604645,0.000001106606,0.000004568634,0.0003351061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4710372,"threshold_uncertainty_score":0.9966637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307560331365814,"score_gpt":0.370459079107777,"score_spread":0.3473834757941189,"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."}}