{"id":"W2501384708","doi":"10.4312/linguistica.51.1.403-442","title":"Linguistica XLI-LI","year":2011,"lang":"en","type":"article","venue":"Linguistica","topic":"Linguistics and language evolution","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Prairie Oat Growers Association","keywords":"Philosophy","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":["insufficient_payload"],"category_scores_codex":[0.000185253,0.0002160424,0.0002216936,0.00010394,0.0003786412,0.0001170019,0.0002653278,0.00006968344,0.0159921],"category_scores_gemma":[0.002923031,0.0001926134,0.0001045792,0.00004152283,0.0003154318,0.00002411672,0.00007272892,0.0002137627,0.000967428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003174236,"about_ca_system_score_gemma":0.00005283214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110594,"about_ca_topic_score_gemma":0.0003061151,"domain_scores_codex":[0.9986505,0.00002927643,0.0003537211,0.0003243778,0.0002218956,0.0004202615],"domain_scores_gemma":[0.998785,0.00009215348,0.0001034184,0.0003903169,0.0004683278,0.0001607715],"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":[0.00002548026,0.00011779,0.0001270956,0.00002269784,0.0000310965,0.0001050871,0.02568527,2.969212e-7,0.000006116596,0.9680325,0.005110262,0.0007363402],"study_design_scores_gemma":[0.0002492859,0.0001301131,0.0001862077,0.00004160397,0.00009423079,0.000005056221,0.001042089,0.0004882451,0.000104023,0.049214,0.948066,0.0003791642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001327195,0.000271482,0.0006957229,0.00002791254,0.00507708,0.0001336178,0.00005432333,0.0002994157,0.9921132],"genre_scores_gemma":[0.9722719,0.000009797483,0.003173271,0.0003513645,0.009443732,0.00001448065,0.00003090764,0.00004316027,0.01466134],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9774519,"threshold_uncertainty_score":0.9998105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05949151873642988,"score_gpt":0.2285314014332248,"score_spread":0.169039882696795,"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."}}