{"id":"W4221048649","doi":"10.31468/dwr.953","title":"Joining the Dialogue: Practices for Ethical Research Writing. Bettina Stumm. Broadview Press, 2021","year":2022,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Social Science and Policy Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Psychoanalysis; Library science; Psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005766432,0.001017095,0.0006541577,0.001799109,0.004756039,0.008964431,0.00138929,0.00581625,0.02347323],"category_scores_gemma":[0.0105846,0.001302484,0.0003789537,0.003604509,0.005747126,0.009705442,0.003633759,0.007315386,0.01812166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003913745,"about_ca_system_score_gemma":0.00636919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007944163,"about_ca_topic_score_gemma":0.01962644,"domain_scores_codex":[0.995837,0.002114718,0.0002114013,0.0003427284,0.001290534,0.0002036302],"domain_scores_gemma":[0.9946287,0.003209079,0.0003704903,0.0002482931,0.0008176758,0.0007257512],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007680999,0.00001033505,0.00005162144,0.0001856286,0.000002478864,0.00007171099,0.002964465,0.00003559239,0.00008943892,0.02651338,0.9034533,0.06661446],"study_design_scores_gemma":[0.000002686938,0.000003408654,0.0001926444,0.0006201428,0.000001262768,0.00008668635,0.001559009,0.00003190032,0.00003517535,0.00905198,0.9884102,0.000004905433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006738153,0.4273894,0.005047162,0.2781086,0.0155166,0.000123768,0.0002472112,0.000496211,0.2723972],"genre_scores_gemma":[0.01961845,0.2191719,0.01035262,0.04676045,0.005194122,0.0005394185,0.0003610518,0.0006816172,0.6973203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9942335,"threshold_uncertainty_score":0.07852578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.525060918247516,"score_gpt":0.6158906818676771,"score_spread":0.09082976362016115,"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."}}