{"id":"W2752272103","doi":"10.31468/cjsdwr.578","title":"Locating Canadian Writing Centres: An Empirical Investigation","year":2017,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Academic writing; Political science; Library science; Geography; Sociology; Pedagogy; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.005137705,0.0004124423,0.0007325295,0.006479582,0.02297727,0.006999141,0.002910968,0.0008276922,0.004820787],"category_scores_gemma":[0.02537688,0.0005185735,0.0003796052,0.0196247,0.004624425,0.002702824,0.005581857,0.001393353,0.0003632184],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09601189,"about_ca_system_score_gemma":0.1489929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943208,"about_ca_topic_score_gemma":0.9973996,"domain_scores_codex":[0.9934257,0.001016783,0.0003414821,0.0007778951,0.002633539,0.001804493],"domain_scores_gemma":[0.9746889,0.00566841,0.002916579,0.0008862805,0.01260549,0.00323432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001506344,0.0001472543,0.5197335,0.000660109,0.00005046218,0.001358635,0.4067785,0.0003650495,0.0004314043,0.008867866,0.009785717,0.05167087],"study_design_scores_gemma":[0.00001195804,0.00003451512,0.3311817,0.0003525249,0.000035794,0.0001799047,0.6396081,0.0004527718,0.0002269381,0.0002995023,0.02755214,0.00006412405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785378,0.000647303,0.0003365952,0.001610155,0.00002925398,0.0001397217,0.001596663,0.00002102023,0.01708158],"genre_scores_gemma":[0.9954457,0.0007942494,0.0005720786,0.0002321209,0.000006409735,0.00006702604,0.000479528,0.00001224913,0.002390706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9039881,"threshold_uncertainty_score":0.6966183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.15205033234516,"score_gpt":0.4502102166523262,"score_spread":0.2981598843071661,"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."}}