{"id":"W2897513354","doi":"10.1093/applin/amy046","title":"The Onto-Epistemologies of New Materialism: Implications for Applied Linguistics Pedagogies and Research","year":2018,"lang":"en","type":"article","venue":"Applied Linguistics","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Materialism; Epistemology; Sociology; Applied linguistics; Perspective (graphical); Relation (database); Ontology; Linguistics; Philosophy; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007292137,0.0001880995,0.0003288836,0.00009745563,0.001522467,0.0003366105,0.0004225361,0.00006448949,0.00004530331],"category_scores_gemma":[0.00517349,0.0001341335,0.00005675588,0.00007460727,0.002667713,0.000005321794,0.0002768305,0.0001283181,0.00001738862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002681993,"about_ca_system_score_gemma":0.0001089058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000303672,"about_ca_topic_score_gemma":0.001291612,"domain_scores_codex":[0.9985735,0.00002417709,0.0004522353,0.0003040599,0.0002296228,0.0004164182],"domain_scores_gemma":[0.9966213,0.001165518,0.0002025274,0.0005667941,0.001384787,0.00005913409],"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":[0.00005812222,0.00002499802,0.00002384957,0.00005477357,0.000129875,1.871398e-7,0.01449308,0.000001173677,0.0001280046,0.9530779,0.02909767,0.002910441],"study_design_scores_gemma":[0.0002016343,0.0000930068,0.00008208901,0.0000140807,0.0001365732,1.844355e-7,0.01887013,0.000007988873,0.0007458809,0.2137879,0.7659116,0.0001488628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004353515,0.0009542223,0.0003961333,0.0005780566,0.002182827,0.0009307194,0.0002415421,0.0001492335,0.9902138],"genre_scores_gemma":[0.9817116,0.0001413518,0.003198476,0.00007536414,0.009841673,0.0001223538,0.0000308505,0.00003580857,0.004842486],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9853713,"threshold_uncertainty_score":0.9997774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1503259181076486,"score_gpt":0.4032513701474013,"score_spread":0.2529254520397526,"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."}}