{"id":"W3123978155","doi":"","title":"Towards a terminological knowledge base on Islamic archaeology: linguistic and conceptual aspects","year":2020,"lang":"en","type":"article","venue":"","topic":"linguistics and terminology studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Islam; Linguistics; Archaeology; Knowledge base; History; Epistemology; Philosophy; Computer science; 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":[],"consensus_categories":[],"category_scores_codex":[0.00005347105,0.0001909634,0.0002905859,0.00004785333,0.0002169629,0.00003900753,0.0001312016,0.00006260579,0.0008934892],"category_scores_gemma":[0.0008220675,0.0001360516,0.00004985435,0.00001727034,0.001904681,0.00001481901,0.000225502,0.0002159706,0.0002103427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001198536,"about_ca_system_score_gemma":0.00003825075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006118834,"about_ca_topic_score_gemma":0.0003416323,"domain_scores_codex":[0.9990482,0.00004182972,0.0001891763,0.0003499559,0.00006960204,0.0003011914],"domain_scores_gemma":[0.999467,0.0001968463,0.00004235302,0.0001097365,0.0001011528,0.00008290286],"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":[0.00002458363,0.00005080618,0.0003564887,0.00001607911,0.00004304377,0.0001381591,0.05946865,1.067964e-7,0.000004677095,0.9371669,0.001090954,0.001639502],"study_design_scores_gemma":[0.002200351,0.003749729,0.003104831,0.00005133245,0.0001680515,0.00002806433,0.01113958,0.001270658,0.0003015678,0.1808909,0.7961722,0.0009227278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3422184,0.0006701829,0.00002242323,0.003601515,0.000742844,0.0001594367,0.00003635468,0.0002248476,0.652324],"genre_scores_gemma":[0.9929764,0.00004313251,0.00009885903,0.003277698,0.001684278,0.00001212142,0.000006108043,0.00001250161,0.001888898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7950813,"threshold_uncertainty_score":0.978308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012831233881974,"score_gpt":0.2734114396925497,"score_spread":0.1721283163043523,"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."}}