{"id":"W3109875226","doi":"10.1558/jalpp.40427","title":"Inscribed objects in professional practices","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Linguistics and Professional Practice","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inscribed figure; Semiotics; Reflexivity; Conversation; Linguistics; Constitution; Relevance (law); Sociology; Variety (cybernetics); Epistemology; Computer science; Philosophy; Law; Social science; Mathematics; Artificial intelligence; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006367609,0.0003887413,0.0003947573,0.002582306,0.01064823,0.01479559,0.001094185,0.002956223,0.009165893],"category_scores_gemma":[0.01472942,0.0005573977,0.0002383448,0.003267782,0.04869492,0.01228496,0.008687743,0.003233286,0.0009783221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008926312,"about_ca_system_score_gemma":0.005848219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02300534,"about_ca_topic_score_gemma":0.02919627,"domain_scores_codex":[0.9895483,0.006819416,0.0003564823,0.0007802655,0.001813952,0.0006815489],"domain_scores_gemma":[0.9902952,0.005243801,0.001127325,0.001649785,0.0009152414,0.0007687711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002021718,0.00001232469,0.0008668512,0.00006904289,0.000004407795,0.0001596221,0.3400912,0.00006165853,0.000217158,0.6437716,0.002859376,0.01186658],"study_design_scores_gemma":[0.00002620659,0.00004057671,0.004469433,0.000652702,0.00002112211,0.0005080345,0.3634402,0.0005500508,0.0007494091,0.3431668,0.2863387,0.00003660902],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1941019,0.01004803,0.02688122,0.02340917,0.0008143957,0.00008106641,0.0001695619,0.0001869819,0.7443076],"genre_scores_gemma":[0.978451,0.001161918,0.003313232,0.000291268,0.00006922987,0.0000282335,0.00005075908,0.00008918451,0.01654505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02300534,"threshold_uncertainty_score":0.06476527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04370054267949771,"score_gpt":0.3771662252157357,"score_spread":0.333465682536238,"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."}}