{"id":"W3139167773","doi":"10.1177/1356389020978501","title":"Developing an ethical rationale for collaborative approaches to evaluation","year":2021,"lang":"en","type":"article","venue":"Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Victoria","funders":"","keywords":"Reflexivity; Dialogic; Reciprocity (cultural anthropology); Inclusion (mineral); Sociology; Engineering ethics; Context (archaeology); Politics; Set (abstract data type); Epistemology; Political science; Computer science; Pedagogy; Social science; Engineering; 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":["metaresearch"],"category_scores_codex":[0.2898375,0.001199052,0.001680309,0.00435949,0.01283092,0.02147766,0.006165639,0.02158321,0.003134648],"category_scores_gemma":[0.254296,0.001199215,0.002344914,0.002277789,0.08857335,0.02136935,0.01889937,0.02256438,0.001446932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01277728,"about_ca_system_score_gemma":0.02926998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003699381,"about_ca_topic_score_gemma":0.002890325,"domain_scores_codex":[0.5856849,0.326994,0.01795623,0.0142016,0.04954304,0.005620159],"domain_scores_gemma":[0.6512765,0.2515921,0.01391526,0.03045043,0.04628352,0.00648216],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004683843,0.00001170287,0.0000691656,0.00003304239,0.000003745878,0.00002910846,0.002839141,0.0001936587,0.0000607289,0.9940614,0.0007908812,0.001902594],"study_design_scores_gemma":[0.00003610802,0.00003237795,0.0001033059,0.0004594774,0.00001074824,0.0001124957,0.002374059,0.001975467,0.0004708323,0.9398475,0.05453335,0.00004420041],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008616904,0.001531438,0.7389443,0.144749,0.001401272,0.00183791,0.00007750651,0.000155018,0.1026866],"genre_scores_gemma":[0.488133,0.0009993988,0.4734313,0.01992337,0.0009448915,0.006530928,0.00009199064,0.0001778757,0.009767199],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7101625,"threshold_uncertainty_score":0.8757568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8319796326770158,"score_gpt":0.5935660075730588,"score_spread":0.238413625103957,"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."}}