{"id":"W4241322611","doi":"10.3765/plsa.v6i1.4960","title":"Source tags","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Linguistic Society of America","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Presupposition; Proposition; Linguistics; Subject (documents); Computer science; Source text; Data source; Communication; Psychology; Philosophy; World Wide Web; Information retrieval","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":[0.0001095978,0.0001074843,0.0002294135,0.00001196689,0.0002100744,0.00007258563,0.0004943248,0.00002876439,0.0003812741],"category_scores_gemma":[0.0004983723,0.00007997087,0.0002733127,0.0001024205,0.0009814613,0.00005237377,0.0002327923,0.0001500116,0.000006383545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000157569,"about_ca_system_score_gemma":0.00007625128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002073981,"about_ca_topic_score_gemma":0.000003151042,"domain_scores_codex":[0.9991786,0.00000728551,0.0002734163,0.0001381417,0.0002551788,0.0001473243],"domain_scores_gemma":[0.9983564,0.0001159559,0.000390021,0.0002138326,0.0008965614,0.00002725152],"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":[0.0000191778,0.0003788236,0.001743353,0.0007411221,0.0004373924,2.464502e-7,0.5132635,0.00001336976,0.00872189,0.3494343,0.1215667,0.003680171],"study_design_scores_gemma":[0.0002919325,0.00004949673,0.0002392138,0.0002286311,0.0001499112,0.000004209872,0.2768123,0.0003251913,0.01033424,0.01422555,0.6971033,0.0002360778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1536331,0.002518189,0.0001140319,0.00636534,0.0006794919,0.0002560886,0.00004586391,0.0001637965,0.8362241],"genre_scores_gemma":[0.985356,0.0001278141,0.004983249,0.0006440489,0.0003989564,0.000007364946,0.000003054491,0.00001973258,0.008459737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.831723,"threshold_uncertainty_score":0.4174684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535957635302627,"score_gpt":0.2575469923138055,"score_spread":0.2321874159607792,"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."}}