{"id":"W4246580739","doi":"10.1179/nam.2007.55.1.65","title":"Reviews","year":2007,"lang":"en","type":"article","venue":"Names","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icelandic; History; Anthropology; Phonology; Kinship; Geography; Linguistics; Sociology; Philosophy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006724888,0.00004194405,0.00008831802,0.00004843235,0.0000296524,0.000004762632,0.0001162123,0.00006714737,0.004148737],"category_scores_gemma":[0.00004435688,0.00003398097,0.00003198804,0.0000977423,0.00004787602,0.000008399396,0.00002073913,0.0001350872,0.004328378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007136005,"about_ca_system_score_gemma":0.000005819639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004700612,"about_ca_topic_score_gemma":0.00003121299,"domain_scores_codex":[0.9994631,0.00004132454,0.0001107742,0.0001091811,0.00005058432,0.0002250287],"domain_scores_gemma":[0.9996346,0.00007104103,0.00002032148,0.0002089027,0.00001483581,0.00005031332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008423823,0.0001401997,0.03243698,0.00001123541,0.00003973759,0.00008147702,0.005493823,4.834338e-8,0.004822724,0.01261101,0.4085598,0.5357187],"study_design_scores_gemma":[0.0001427627,0.00004580464,0.1876505,0.000003357667,0.000002081796,0.00001183056,0.00005424481,4.9434e-7,0.0004507709,0.001178241,0.810414,0.00004594613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5102638,0.01627079,0.0005297305,0.0006963778,0.001013412,0.0001921398,0.000002373858,0.00004355258,0.4709878],"genre_scores_gemma":[0.9671953,0.0002739305,0.0003151589,0.0006528786,0.000202193,0.00001111877,0.000002552714,0.000008291336,0.03133861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5356728,"threshold_uncertainty_score":0.9967616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07849952644080276,"score_gpt":0.4548988517729962,"score_spread":0.3763993253321934,"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."}}