{"id":"W3107364085","doi":"10.1080/23299460.2020.1844974","title":"The responsible innovation in health tool and the need to reconcile formative and summative ends in RRI tools for business","year":2020,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Formative assessment; Summative assessment; Responsible Research and Innovation; Transparency (behavior); Face (sociological concept); Public relations; Business; Knowledge management; Engineering ethics; Sociology; Computer science; Political science; Engineering; Pedagogy; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0555843,0.0001446238,0.0007648012,0.001347187,0.0002450751,0.0002912958,0.000186865,0.00009029379,0.000007951384],"category_scores_gemma":[0.05565995,0.0001189171,0.00003180992,0.003655793,0.00008854978,0.001654906,0.00005318979,0.0003032222,0.000007718562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004797569,"about_ca_system_score_gemma":0.0009645752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001121379,"about_ca_topic_score_gemma":0.0001828354,"domain_scores_codex":[0.9923912,0.000762468,0.006178093,0.0002379785,0.0001368356,0.0002934692],"domain_scores_gemma":[0.9884642,0.006059582,0.004435948,0.0001773612,0.0008059721,0.00005698004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006334556,0.00004279392,0.0056032,0.0004086396,0.00005542225,0.000001335121,0.03179401,0.0008887277,0.0001286504,0.9278263,0.01300121,0.01391519],"study_design_scores_gemma":[0.02441875,0.002076721,0.2802838,0.001636251,0.00001327965,0.00007511317,0.05448307,0.03239897,0.0003529645,0.3410858,0.262261,0.0009142532],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.629337,0.0006092526,0.007874533,0.3606711,0.0001847614,0.00113827,0.0000453344,0.000005658866,0.0001341063],"genre_scores_gemma":[0.955364,0.0005520877,0.008928554,0.03449191,0.0002901737,0.0001756584,0.00001944269,0.0000290232,0.0001491657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5867405,"threshold_uncertainty_score":0.9724747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3321713453861335,"score_gpt":0.4306381850098402,"score_spread":0.09846683962370678,"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."}}