{"id":"W2971864975","doi":"10.1126/science.aaz0090","title":"Our autumn reading list The Nature of Life and Death: Every Body Leaves a Trace, Patricia Wiltshire, G. P. Putnam's Sons, 2019. 304 pp. Why Trust Science?, Naomi Oreskes, Princeton University Press, 2019. 374 pp. The Republic of Color: Science, Perception, and the Making of Modern America, Michael Rossi, University of Chicago Press, 2019. 330 pp. Superheavy: Making and Breaking the Periodic Table, Kit Chapman, Bloomsbury Sigma, 2019. 304 pp. Higher and Colder: A History of Extreme Physiology and Exploration, Vanessa Heggie, University of Chicago Press, 2019. 264 pp. Something Deeply Hidden: Quantum Worlds and the Emergence of Spacetime, Sean Carroll, Dutton, 2019. 362 pp. How To: Absurd Scientific Advice for Common Real-World Problems, Randall Munroe, Riverhead Books, 2019. 320 pp. Meat Planet: Artificial Flesh and the Future of Food, Benjamin Aldes Wurgaft, University of California Press, 2019. 264 pp. Fashionopolis: The Price of Fast Fashion and the Future of Clothes, Dana Thomas, Penguin Press, 2019. 318 pp.","year":2019,"lang":"en","type":"article","venue":"Science","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Scholarship; TRACE (psycholinguistics); Reading (process); Clothing; Crash; Sociology; History; Environmental ethics; Computer science; Law; Political science; Philosophy; Archaeology; Linguistics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007423954,0.002253244,0.001367457,0.003514872,0.003125731,0.007208027,0.001987239,0.002451924,0.6211998],"category_scores_gemma":[0.004583562,0.0007924081,0.001276034,0.003579142,0.001179998,0.006627763,0.00312662,0.004107167,0.5762373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002769974,"about_ca_system_score_gemma":0.003006239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430812,"about_ca_topic_score_gemma":0.03187216,"domain_scores_codex":[0.9991083,0.00008329839,0.0000599993,0.0001382737,0.0004940614,0.0001160264],"domain_scores_gemma":[0.997098,0.0004259232,0.0001399793,0.0001482184,0.001586992,0.0006009597],"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":[0.000003686559,0.00000417313,0.00002018378,0.00005197477,7.066869e-7,0.00001140759,0.0000312319,0.000007750428,0.00004356421,0.000495832,0.9895047,0.009824757],"study_design_scores_gemma":[0.00000111586,0.000003599403,0.0001196109,0.00009508317,0.000001003353,0.00002447792,0.00008690236,0.000008671016,0.00002033012,0.0004341796,0.999201,0.000004121111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005723422,0.04407169,0.002350602,0.05622905,0.08365814,0.0001820321,0.006406629,0.002237457,0.8042921],"genre_scores_gemma":[0.0009762847,0.00833583,0.0007550952,0.005664465,0.005064374,0.00006638672,0.001818997,0.0007446966,0.9765739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6211998,"threshold_uncertainty_score":0.5403125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155876574306776,"score_gpt":0.211436013239432,"score_spread":0.1958483558087544,"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."}}