{"id":"W2774802906","doi":"","title":"Establishing a Scholarly Identity Through Peer Review","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Identity (music); Peer review; Sociology; Political science; Aesthetics; Art; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1656115,0.0009204469,0.001527107,0.004876373,0.008980454,0.03024103,0.004481063,0.006238823,0.005743606],"category_scores_gemma":[0.4383023,0.0008384043,0.00120237,0.002456099,0.01794532,0.01858993,0.01663372,0.01446652,0.007267317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003551458,"about_ca_system_score_gemma":0.02605896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006280892,"about_ca_topic_score_gemma":0.001970655,"domain_scores_codex":[0.7232375,0.1554753,0.02088594,0.00823883,0.08832031,0.003842089],"domain_scores_gemma":[0.4890616,0.1935402,0.04316232,0.05063312,0.1984009,0.02520178],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009124739,0.0002263954,0.002709338,0.00251657,0.0001490601,0.00117583,0.07799543,0.0003886598,0.00443596,0.0960244,0.2881266,0.5261605],"study_design_scores_gemma":[0.00002843585,0.0001441364,0.0008823893,0.002977338,0.00004591706,0.001185259,0.01687241,0.0005583524,0.001735496,0.04342989,0.9320042,0.0001362198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02068837,0.02446263,0.2083274,0.4648606,0.1336682,0.0035762,0.0001208713,0.002716154,0.1415796],"genre_scores_gemma":[0.2888642,0.05968693,0.3669516,0.06226568,0.1033272,0.003668772,0.0003652989,0.002916804,0.1119536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8343886,"threshold_uncertainty_score":0.8758476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5498803612828941,"score_gpt":0.6979045040391407,"score_spread":0.1480241427562466,"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."}}