{"id":"W4389250288","doi":"10.1080/0969160x.2023.2270460","title":"On the SEAJ Ethos: Mentorship and Peer Review","year":2023,"lang":"en","type":"article","venue":"Social and Environmental Accountability Journal","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Ethos; Scholarship; Mentorship; Transformative learning; Sociology; Analogy; Injustice; Public relations; Perspective (graphical); Publishing; Political science; Engineering ethics; Environmental ethics; Epistemology; Law; Pedagogy","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":[0.1362268,0.0007217811,0.001364958,0.003239663,0.0162329,0.05135122,0.0034204,0.01703452,0.006199379],"category_scores_gemma":[0.3402363,0.0006692369,0.001196304,0.002818603,0.04321889,0.03230894,0.01599038,0.02549296,0.00297475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005394792,"about_ca_system_score_gemma":0.02554824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00186354,"about_ca_topic_score_gemma":0.004429852,"domain_scores_codex":[0.8229235,0.09849596,0.009096808,0.006005725,0.05636691,0.007111004],"domain_scores_gemma":[0.5660436,0.2613443,0.0277683,0.02053537,0.0921405,0.03216792],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007895203,0.0001186595,0.001390523,0.0006166569,0.0000543641,0.0009751547,0.034458,0.0004688262,0.0005316021,0.3179944,0.535566,0.1077469],"study_design_scores_gemma":[0.0000165325,0.00007732266,0.0007259495,0.0005630308,0.00001777978,0.0004154817,0.01086249,0.0005185258,0.0003218334,0.093785,0.892583,0.0001130285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004457319,0.006553862,0.009937137,0.88353,0.06309127,0.00007010363,0.00002217662,0.0002022998,0.03213587],"genre_scores_gemma":[0.3486809,0.01813173,0.02069744,0.360479,0.1806801,0.00039634,0.00007493897,0.001176207,0.06968331],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8637732,"threshold_uncertainty_score":0.7204446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05798963118589289,"score_gpt":0.2864878966399023,"score_spread":0.2284982654540094,"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."}}