{"id":"W4312228775","doi":"10.7202/1094211ar","title":"A Social Design Approach: Enhancement of Local Social Dialogue on the Transformation of Work by Digital Technology","year":2022,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformation (genetics); Digital transformation; Work (physics); Sociology; Social transformation; Computer science; Engineering; Political science; Social change; World Wide Web; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03286992,0.001451446,0.0005556817,0.004002443,0.007034901,0.01019123,0.00299587,0.003393576,0.008163095],"category_scores_gemma":[0.02019665,0.0007691881,0.001492117,0.001764737,0.02921915,0.008700586,0.01187036,0.002754523,0.0007470673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006462644,"about_ca_system_score_gemma":0.007680925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553301,"about_ca_topic_score_gemma":0.002541799,"domain_scores_codex":[0.9145955,0.07919054,0.0007839234,0.001864666,0.002523338,0.001042014],"domain_scores_gemma":[0.9738163,0.02025195,0.000747583,0.002621221,0.001568566,0.0009942994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002529265,0.0006559817,0.00236893,0.002617446,0.0001359697,0.001065537,0.3905148,0.004732444,0.00818442,0.475783,0.004029838,0.1096587],"study_design_scores_gemma":[0.0005984452,0.001836113,0.003572827,0.002807082,0.0003302766,0.001223167,0.2656815,0.01714593,0.01341447,0.3166306,0.3765624,0.0001971912],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1187041,0.001771287,0.7092851,0.01835643,0.0007145415,0.003531449,0.0001548767,0.0006466794,0.1468356],"genre_scores_gemma":[0.7246519,0.0008055631,0.2566558,0.002098911,0.0001043755,0.004081173,0.00009178357,0.0002366611,0.01127383],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03286992,"threshold_uncertainty_score":0.1738348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04277122630243713,"score_gpt":0.222164775916119,"score_spread":0.1793935496136818,"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."}}