{"id":"W7132572304","doi":"","title":"Better Life Supermarket: Digital Transformation through Distributed Empowerment","year":2022,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Digital transformation; Empowerment; Context (archaeology); Digital divide; Transformation (genetics); Set (abstract data type)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0006237209,0.002174959,0.001579318,0.0007651129,0.004082786,0.001177799,0.001727436,0.001251603,0.04449493],"category_scores_gemma":[0.0003846189,0.002440077,0.001488243,0.001316677,0.002798788,0.003902172,0.0006662625,0.002495694,0.009966906],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00827248,"about_ca_system_score_gemma":0.00584753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008316712,"about_ca_topic_score_gemma":0.000008092869,"domain_scores_codex":[0.9874732,0.0006715253,0.003058416,0.002362054,0.004730355,0.001704453],"domain_scores_gemma":[0.9951577,0.0002409158,0.001387418,0.001853005,0.0004373905,0.0009236336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003789532,0.007809369,0.008198829,0.002217751,0.007866919,0.004147025,0.006392164,0.00933177,0.004227153,0.03370038,0.909481,0.002838084],"study_design_scores_gemma":[0.003194909,0.000282358,0.00377393,0.0005668866,0.000621957,0.001447849,0.0007257428,0.0004068947,0.0003951227,0.0002543709,0.985818,0.002511965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0203382,0.004759371,0.004089453,0.0005256822,0.01070545,0.00321123,0.02652535,0.0007953113,0.92905],"genre_scores_gemma":[0.8556316,0.0004067864,0.0002742751,0.001376016,0.004784018,0.001345404,0.0559749,0.001543587,0.07866339],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8503866,"threshold_uncertainty_score":0.999915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125119363624769,"score_gpt":0.2292596747084589,"score_spread":0.2180084810722112,"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."}}