{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003385197,0.0003465688,0.000212709,0.003189612,0.003478155,0.00880929,0.0005623748,0.001148209,0.01498947],"category_scores_gemma":[0.008059006,0.0001757763,0.0003149831,0.002596623,0.01154464,0.004176856,0.005185626,0.0008053358,0.001062614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00184511,"about_ca_system_score_gemma":0.00208943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001331281,"about_ca_topic_score_gemma":0.001658317,"domain_scores_codex":[0.9953152,0.002816804,0.000177706,0.0002922226,0.0008349649,0.0005630562],"domain_scores_gemma":[0.9908571,0.005543392,0.001451435,0.0007642322,0.0006385728,0.0007452847],"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":[0.0001470068,0.0005208034,0.08245882,0.0001878965,0.00007936102,0.000618443,0.1308571,0.001196045,0.002840742,0.7340018,0.0009969046,0.04609519],"study_design_scores_gemma":[0.00006554849,0.0005625293,0.2168843,0.0002943681,0.0001098007,0.0008362886,0.3291774,0.003851059,0.004615203,0.3888842,0.05461467,0.0001045595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7023522,0.0003948329,0.005012825,0.002032779,0.00003795531,0.00003630196,0.00006202847,0.00003544987,0.2900357],"genre_scores_gemma":[0.9966703,0.00007830327,0.0004234182,0.00002783224,0.000009431023,0.00001091459,0.00001407794,0.000006872959,0.002758976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01498947,"threshold_uncertainty_score":0.05014473,"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."}}