{"id":"W4205914101","doi":"10.1139/facets-2021-0045","title":"Dialogical teaching of research integrity: an overview of selected methods","year":2021,"lang":"en","type":"article","venue":"FACETS","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialogical self; Dilemma; Storytelling; Engineering ethics; Research integrity; Sociology; Computer science; Pedagogy; Psychology; Epistemology; Social psychology; Engineering; Narrative; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005427215,0.00003911512,0.0001531599,0.0000706996,0.0001705542,0.00003384515,0.0001623468,0.00009324293,0.0009048851],"category_scores_gemma":[0.01120746,0.00003298422,0.00003273143,0.0006039559,0.0001394647,0.0002372639,0.0000522265,0.0003457636,0.00001290606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003493999,"about_ca_system_score_gemma":0.0003561822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007141399,"about_ca_topic_score_gemma":0.0002556727,"domain_scores_codex":[0.9965628,0.002479964,0.0002058588,0.00008285168,0.0004740318,0.0001944481],"domain_scores_gemma":[0.9987046,0.0004882271,0.00006192806,0.0001423463,0.0004907261,0.0001121433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002702985,0.0004048629,0.002146071,0.0001745114,0.00003764773,0.000003417386,0.2931655,0.000007043648,0.03652135,0.3852272,0.008651203,0.2736342],"study_design_scores_gemma":[0.0013112,0.0006674813,0.2081853,0.0006006619,0.0000359769,0.000008733786,0.1780203,0.00108956,0.1371463,0.02703798,0.4453468,0.0005497052],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8537586,0.0005684444,0.001325014,0.001294316,0.0001671446,0.0001439192,0.00001040709,0.00003904078,0.1426931],"genre_scores_gemma":[0.9842849,0.0002122081,0.01449525,0.00007213312,0.00004355821,5.949924e-7,0.000007967538,0.000002588158,0.0008808092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4366956,"threshold_uncertainty_score":0.9971216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5567703506855959,"score_gpt":0.6233742809852385,"score_spread":0.06660393029964262,"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."}}