{"id":"W4398757135","doi":"","title":"Learnings from a Responsible Innovation Framework: The case of ChatGPT and Generative AI","year":2024,"lang":"en","type":"book","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Generative grammar; Sociology; Cognitive science; Knowledge management; Psychology; Artificial intelligence; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007464819,0.000590539,0.0004565656,0.001166167,0.009476757,0.01169286,0.002354704,0.006003746,0.01640135],"category_scores_gemma":[0.01600294,0.0004168329,0.000778479,0.00122402,0.02574283,0.01331565,0.009357923,0.00635501,0.001204896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007106388,"about_ca_system_score_gemma":0.005374367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007538828,"about_ca_topic_score_gemma":0.007562701,"domain_scores_codex":[0.9945694,0.003944021,0.00008490969,0.0003403701,0.0005742929,0.0004869859],"domain_scores_gemma":[0.9836432,0.01345669,0.0002973803,0.001210306,0.0004862919,0.0009060621],"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":[0.00001467705,0.00002184639,0.0001347132,0.00002863917,0.000003109251,0.0004546208,0.01743423,0.0009136268,0.0001117442,0.9746344,0.001192364,0.005055998],"study_design_scores_gemma":[0.00003150665,0.00002342345,0.0002063172,0.00007206602,0.000005491633,0.0002932409,0.01276509,0.005724847,0.000284075,0.9323966,0.04818229,0.00001500677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08691019,0.0008382493,0.0838607,0.018097,0.0002045725,0.0001618249,0.0000471108,0.000224815,0.8096554],"genre_scores_gemma":[0.9397746,0.0002398828,0.009650411,0.0005032095,0.00005787712,0.0001513646,0.00002762144,0.0001069467,0.04948796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9905232,"threshold_uncertainty_score":0.05486798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02795926893355872,"score_gpt":0.3166644788984919,"score_spread":0.2887052099649332,"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."}}