{"id":"W7095217533","doi":"","title":"= Preposition = Adverb = AdjectiveNamed Entity Recognition","year":2011,"lang":"en","type":"article","venue":"","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adverb; Feature (linguistics); Quarter (Canadian coin); Selection (genetic algorithm); Property (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":[0.0001062965,0.0001117219,0.0001370444,0.0001354855,0.000282167,0.00003648413,0.00007899806,0.00003400049,0.0309016],"category_scores_gemma":[0.00002804055,0.00009895987,0.0001216242,0.0000446507,0.0001663963,0.0005034477,0.00001523658,0.00008284974,0.001496652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009249841,"about_ca_system_score_gemma":0.00001748128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323511,"about_ca_topic_score_gemma":0.006174278,"domain_scores_codex":[0.9992347,0.00008346243,0.0001821818,0.0002173913,0.0001414437,0.0001408176],"domain_scores_gemma":[0.9994614,0.0000169911,0.00009428847,0.0001626093,0.0002131054,0.00005165206],"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":[0.0006977713,0.002721755,0.00340573,0.0001597974,0.001087933,0.00007669287,0.6292834,0.000001451969,0.004877519,0.1213235,0.09631671,0.1400478],"study_design_scores_gemma":[0.00325606,0.002353165,0.0164642,0.0002121687,0.001552122,0.00002335529,0.1064635,0.0006489435,0.09329026,0.1002274,0.6724573,0.003051435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1355052,0.00006324452,0.0003238504,0.00003800745,0.0004255902,0.0001534121,0.00001377912,0.0001542788,0.8633226],"genre_scores_gemma":[0.9641932,0.00001067885,0.0002882167,0.0001731076,0.000253103,0.00002848076,0.00004256621,0.00001266934,0.03499796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.828688,"threshold_uncertainty_score":0.9992808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09703104136229855,"score_gpt":0.2130283322035801,"score_spread":0.1159972908412815,"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."}}