{"id":"W6998531079","doi":"","title":"All Write, All Write, All Write – It Can Be Good For Your Career","year":2018,"lang":"en","type":"article","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Set (abstract data type); Adjunct; Reflexive pronoun; Professional writing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004773537,0.0006738314,0.0005703015,0.0009852313,0.01174006,0.01595369,0.0008338332,0.004141592,0.08978205],"category_scores_gemma":[0.02944835,0.0005343319,0.0005499872,0.0009520833,0.006723795,0.01177924,0.008807932,0.008924824,0.07323193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002258674,"about_ca_system_score_gemma":0.006521634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003563992,"about_ca_topic_score_gemma":0.01362566,"domain_scores_codex":[0.9916392,0.002377082,0.0003644239,0.000535327,0.003786602,0.001297413],"domain_scores_gemma":[0.9737133,0.002910992,0.001382918,0.0024052,0.006638748,0.01294892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000186765,0.00007506493,0.000680609,0.0001248176,0.000007418406,0.000170024,0.007683746,0.00002322218,0.0006771247,0.0218061,0.9198351,0.04889822],"study_design_scores_gemma":[0.000003361682,0.00001289133,0.0003682309,0.0001035581,0.000002594428,0.0002361497,0.004540563,0.000016487,0.0002167577,0.003251909,0.9912354,0.00001205613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.005061384,0.004099705,0.003895388,0.3149426,0.03009658,0.0001087198,0.0001817008,0.001046446,0.6405674],"genre_scores_gemma":[0.04287432,0.00344269,0.00434851,0.07218709,0.00485243,0.00008432117,0.0001757874,0.001377606,0.8706573],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9840463,"threshold_uncertainty_score":0.3003509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120613465506706,"score_gpt":0.3017341664876321,"score_spread":0.1896728199369615,"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."}}