{"id":"W4396897557","doi":"10.17345/9788469306116","title":"Ethicomp 2010. Proceedings book","year":2010,"lang":"en","type":"book","venue":"Publicacions URV eBooks","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Human Resource Development; Ministry of Education, Culture, Sports, Science and Technology; Social Sciences and Humanities Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; University of Central Lancashire","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00199166,0.0002977249,0.000352785,0.000419041,0.001598686,0.0007842159,0.000653467,0.0009787068,0.003280587],"category_scores_gemma":[0.0002487759,0.0002968375,0.0001936323,0.00008833201,0.000489759,0.0007799861,0.0001316952,0.001191555,0.0008831185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003404539,"about_ca_system_score_gemma":0.001697074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002139916,"about_ca_topic_score_gemma":0.0006765614,"domain_scores_codex":[0.9974192,0.00006442222,0.0006896748,0.0003176061,0.0009314346,0.0005776393],"domain_scores_gemma":[0.9976997,0.0001290769,0.000643285,0.00029255,0.0009341338,0.0003012656],"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":[0.0000025204,0.000003892816,0.000003293307,0.00002270745,0.00001783536,1.64915e-7,0.01130308,6.92882e-9,0.000005307916,0.5858766,0.4001261,0.002638527],"study_design_scores_gemma":[0.00018652,0.00002294061,0.000009893419,0.00004463279,0.00002761937,0.000003042858,0.002396089,0.000001431188,0.00001446907,0.01725345,0.9797033,0.0003365778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001998409,0.00004166351,0.00009077308,0.004051911,0.001841313,0.00108852,0.00009830474,0.0003686517,0.9923989],"genre_scores_gemma":[0.000752554,0.00002587703,0.0001832988,0.001811299,0.00178753,0.0002075945,0.0002101504,0.0000481451,0.9949735],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5795773,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090553640413367,"score_gpt":0.31074339704738,"score_spread":0.2798378606432463,"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."}}