{"id":"W3192579464","doi":"","title":"Agreement in K’iche’ (Mayan): Reflections on Microvariation and Acquisi- tion","year":2021,"lang":"en","type":"article","venue":"ScholarlyCommons (University of Pennsylvania)","topic":"Spanish Linguistics and Language Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; National Science Foundation","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001744555,0.00009152833,0.0001580133,0.0001670251,0.0004651977,0.00009230329,0.00009294861,0.00004313683,0.001125322],"category_scores_gemma":[0.00009325227,0.0001132521,0.00004993643,0.00009788194,0.0001136786,0.000200839,0.0001040305,0.0001888988,0.00003401082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005786295,"about_ca_system_score_gemma":0.00003103598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343287,"about_ca_topic_score_gemma":0.03693682,"domain_scores_codex":[0.9993488,0.00006652634,0.0001082212,0.0002082902,0.0001352417,0.000132891],"domain_scores_gemma":[0.9994479,0.00005607079,0.00007680729,0.000174907,0.000205939,0.00003838377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001740462,0.0007856048,0.005608671,0.00009944208,0.0002473226,0.0002575893,0.1535455,0.00002762852,0.0101674,0.8174185,0.003958753,0.007709566],"study_design_scores_gemma":[0.003677034,0.0005960984,0.1284492,0.0003205496,0.0002692228,0.00001512159,0.2787845,0.0002418478,0.0007684078,0.01001766,0.5760577,0.0008027407],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8167107,0.0004812814,0.0001495151,0.001401063,0.0004112787,0.0001371487,0.0000677303,0.00003572895,0.1806055],"genre_scores_gemma":[0.9944839,0.0001114196,0.0007970642,0.0001062238,0.0001001981,3.722452e-7,0.00003010174,0.000006790738,0.0043639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8074008,"threshold_uncertainty_score":0.9997878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04349643992336399,"score_gpt":0.2495820036630522,"score_spread":0.2060855637396882,"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."}}