{"id":"W686581","doi":"10.2139/ssrn.2517178","title":"Technology and Sociomaterial Performation","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Sociology; Engineering ethics; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.003070636,0.0000396952,0.00005752247,0.0001259884,0.0008128399,0.00009519261,0.00007255166,0.00005449603,0.00004278711],"category_scores_gemma":[0.00006542255,0.00003562792,0.00001477916,0.0001203876,0.00007532786,0.0004791499,0.00001052246,0.000200129,0.0000251673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002724679,"about_ca_system_score_gemma":0.000352268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006680567,"about_ca_topic_score_gemma":0.0003152612,"domain_scores_codex":[0.9988816,0.0001002908,0.000169217,0.00003746323,0.0001403834,0.0006710313],"domain_scores_gemma":[0.9997341,0.00001331,0.0001226503,0.00003321898,0.00006991577,0.00002680424],"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":[0.000004715312,0.000001479152,0.0005858172,0.000001511182,0.000006416625,1.080693e-8,0.003577521,3.440322e-7,0.00006567253,0.9494986,0.00002915591,0.04622879],"study_design_scores_gemma":[0.0005489178,0.0001595338,0.0002554982,0.000006039477,0.000008039514,0.0000632282,0.09930062,0.00007894447,0.00009603677,0.7754829,0.1239028,0.00009746876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612529,0.00006594773,0.02287342,0.002545041,0.0003778751,0.0000977513,5.483423e-7,0.00004584539,0.01274067],"genre_scores_gemma":[0.998696,0.0003578757,0.00005880234,0.00005261003,0.0003616951,0.000002858233,0.000001927662,0.00000289688,0.0004653793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1740157,"threshold_uncertainty_score":0.625179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005433239163949588,"score_gpt":0.2754546164069918,"score_spread":0.2700213772430421,"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."}}