{"id":"W4241360849","doi":"10.3765/salt.v0i0.2478","title":"Classifiers and Number Marking","year":2015,"lang":"en","type":"article","venue":"Proceedings from Semantics and Linguistic Theory","topic":"Evolutionary Algorithms and Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Artificial intelligence; Computer science; Pattern recognition (psychology); Natural language processing; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001903733,0.001155472,0.001534659,0.001522801,0.001525796,0.003537279,0.002219854,0.002091202,0.10079],"category_scores_gemma":[0.01170448,0.0005057566,0.001190305,0.002370589,0.00166818,0.007642159,0.002187685,0.002814043,0.05302677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001767096,"about_ca_system_score_gemma":0.001255562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103789,"about_ca_topic_score_gemma":0.001329788,"domain_scores_codex":[0.9985374,0.0003114217,0.00009319852,0.0005610869,0.0003811414,0.0001157292],"domain_scores_gemma":[0.9956862,0.002186135,0.0002264726,0.0006828122,0.0009240581,0.0002943608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004677926,0.0001964571,0.0009230911,0.001911712,0.000161492,0.0002742024,0.0002447864,0.001891799,0.002138226,0.3412568,0.3394929,0.3110408],"study_design_scores_gemma":[0.00005319505,0.0001220017,0.001293496,0.000590811,0.000128885,0.0003569217,0.0001634651,0.003879604,0.00298175,0.4913802,0.4989803,0.00006931718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01236575,0.1098939,0.2273654,0.07151385,0.09914077,0.0002515307,0.005468825,0.002834799,0.4711652],"genre_scores_gemma":[0.2542235,0.06470047,0.07254125,0.01470756,0.04780526,0.000766904,0.01416961,0.001348555,0.5297369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.10079,"threshold_uncertainty_score":0.3371763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844661278574656,"score_gpt":0.2445692880432593,"score_spread":0.2261226752575128,"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."}}