{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001759292,0.001355404,0.001991269,0.00407559,0.001141719,0.005044883,0.001902936,0.004587194,0.04845143],"category_scores_gemma":[0.00948243,0.0006602829,0.000838132,0.004378479,0.001323338,0.003906532,0.002364135,0.004768284,0.0405735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003565462,"about_ca_system_score_gemma":0.005807422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008717967,"about_ca_topic_score_gemma":0.02358648,"domain_scores_codex":[0.9981567,0.0002748248,0.00009731911,0.0001892559,0.001153191,0.0001286434],"domain_scores_gemma":[0.9930664,0.002162848,0.000501599,0.0001875535,0.003248265,0.000833306],"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":[0.000004249234,0.000002131356,0.00001023021,0.0001756444,0.000002691061,0.000006682243,0.000005276993,0.00001056165,0.00001485208,0.0002072775,0.9879368,0.01162358],"study_design_scores_gemma":[0.000005922549,0.000008827147,0.00007525936,0.0005537306,0.000005666738,0.0000576715,0.0000174094,0.000008710175,0.00001685157,0.0002663262,0.9989778,0.000005886056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009864036,0.7042004,0.0003901144,0.1049324,0.1564842,0.00004966338,0.0003988231,0.000123019,0.0333227],"genre_scores_gemma":[0.001489484,0.4694337,0.0005861419,0.1017054,0.1184274,0.000136953,0.0006122502,0.0002161313,0.3073926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04845143,"threshold_uncertainty_score":0.1620862,"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."}}