{"id":"W4313476348","doi":"10.1177/20501579221132486","title":"Book Review: <i>A billion little pieces: RFID and infrastructures of identification</i> by Jordan Frith","year":2023,"lang":"en","type":"article","venue":"Mobile Media & Communication","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Frith; Identification (biology); Telecommunications; History; Computer science; Engineering; Philosophy","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":[0.001358897,0.000117784,0.0002210902,0.0001145791,0.0003794151,0.00005987626,0.000743069,0.0001095548,0.0003650506],"category_scores_gemma":[0.0005003968,0.0001152628,0.00004872992,0.0008102376,0.0005392556,0.0003205114,0.0001428598,0.0001920117,0.00007119591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005341896,"about_ca_system_score_gemma":0.0001033998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243885,"about_ca_topic_score_gemma":0.001123102,"domain_scores_codex":[0.9981381,0.0005024414,0.0004750471,0.0002186472,0.0004446851,0.0002210687],"domain_scores_gemma":[0.9981781,0.0004221311,0.0002894413,0.0007651851,0.0002544848,0.00009069114],"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":[0.000007156525,0.00007718777,0.0006965103,0.0003233857,0.00002260042,4.716449e-7,0.02659004,0.00001870023,0.001594831,0.009882194,0.933274,0.02751288],"study_design_scores_gemma":[0.0000898025,0.0000327604,0.001372617,0.000326037,0.00002865268,5.970263e-7,0.003503603,0.0001176747,0.003147081,0.005275534,0.9859412,0.0001644616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08874827,0.8882786,0.0002983362,0.0104521,0.0007287869,0.002653054,0.0002336975,0.000423917,0.00818325],"genre_scores_gemma":[0.4928108,0.5045103,0.0001711496,0.0009320474,0.00008764898,0.0002658289,0.000461156,0.00001826006,0.0007427949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4040625,"threshold_uncertainty_score":0.4700281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252207788152603,"score_gpt":0.3102393615371192,"score_spread":0.2977172836555931,"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."}}