{"id":"W4385156596","doi":"10.11649/a.2721","title":"Project VVV and the Issue of Revitalising Valoc’","year":2022,"lang":"en","type":"article","venue":"Adeptus","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dialectology; Norm (philosophy); Pidgin; Vocabulary; Sociolinguistics; Linguistics; Variety (cybernetics); Grandparent; Sociology; History; Computer science; Epistemology; Philosophy; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002040949,0.00004723126,0.0001027778,0.00002764069,0.0004026265,0.00005654207,0.0001100525,0.000006889296,0.001041495],"category_scores_gemma":[0.0006385737,0.00003407655,0.00004320427,0.00002169572,0.0002370707,0.00004708093,0.0001676549,0.00007706353,0.000008409476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001090544,"about_ca_system_score_gemma":0.00001328107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003772944,"about_ca_topic_score_gemma":0.0002606217,"domain_scores_codex":[0.9995499,0.0000631974,0.00009288007,0.00008265941,0.0001314159,0.00007991286],"domain_scores_gemma":[0.9996305,0.00004951286,0.00005724561,0.0001098834,0.0001420985,0.00001073588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000106846,0.0001037681,0.003871913,0.0001811541,0.0001228841,0.00002567752,0.5014514,0.000003880865,0.000006710877,0.2147493,0.2777888,0.001587576],"study_design_scores_gemma":[0.0009552737,0.00007328428,0.0002951637,0.00001238854,0.0001263647,0.000001454025,0.1449564,0.00005259204,0.00004814011,0.003372715,0.8499618,0.0001444504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8674093,0.007407736,0.000005913679,0.0003685898,0.01102269,0.0005669963,0.0002192058,0.00007557554,0.112924],"genre_scores_gemma":[0.9903537,0.00004392174,0.00001479397,0.0004271416,0.002159253,0.000004296103,0.000007502882,0.000005515867,0.006983859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.572173,"threshold_uncertainty_score":0.9998717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106694397009891,"score_gpt":0.2175913907735882,"score_spread":0.1965244468034893,"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."}}