{"id":"W2948988981","doi":"10.1126/science.aax9532","title":"The scientist's summer reading list <b>Underland: A Deep Time Journey,</b> <i>Robert Macfarlane,</i> Norton, 2019. 496 pp. <b>Archaeology from Space: How the Future Shapes Our Past,</b> <i>Sarah Parcak,</i> Henry Holt, 2019. 288 pp. <b>Digital Cash: The Unknown History of the Anarchists, Utopians, and Technologists Who Created Cryptocurrency,</b> <i>Finn Brunton,</i> Princeton University Press, 2019. 266 pp. <b>Slime: How Algae Created Us, Plague Us, and Just Might Save Us,</b> <i>Ruth Kassinger,</i> Houghton Mifflin Harcourt, 2019. 318 pp. <b>Because Internet: Understanding the New Rules of Language,</b> <i>Gretchen McCulloch,</i> Riverhead Books, 2019. 336 pp. <b>Moonbound: Apollo 11 and the Dream of Spaceflight,</b> <i>Jonathan Fetter-Vorm,</i> Hill and Wang, 2019. 256 pp. <b>The Fate of Food: What We'll Eat in a Bigger, Hotter, Smarter World,</b> <i>Amanda Little,</i> Harmony, 2019. 350 pp. <b>Fall; or, Dodge in Hell,</b> <i>Neal Stephenson,</i> William Morrow, 2019. 890 pp.","year":2019,"lang":"en","type":"article","venue":"Science","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Afterlife; Apollo; Dystopia; Reading (process); Space (punctuation); History; Art history; Art; Archaeology; Philosophy; Literature; Ecology; 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":[0.001204307,0.002134571,0.00105752,0.002726792,0.004386021,0.009592938,0.001551675,0.002957668,0.3385544],"category_scores_gemma":[0.005175046,0.0008414701,0.001061578,0.003898374,0.001288991,0.006945896,0.004478584,0.004838372,0.335801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002830479,"about_ca_system_score_gemma":0.006216398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01561324,"about_ca_topic_score_gemma":0.04440904,"domain_scores_codex":[0.9985613,0.000183003,0.00009064194,0.0002961411,0.0007039091,0.0001650935],"domain_scores_gemma":[0.9974941,0.0003944461,0.0001052029,0.0001812118,0.001192471,0.0006325428],"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":[0.000003696174,0.000003619778,0.00002086977,0.0000775004,7.076655e-7,0.00001384347,0.00008979451,0.000006020241,0.00004394603,0.0007920911,0.9821659,0.01678206],"study_design_scores_gemma":[5.884985e-7,0.000001772984,0.00005234533,0.0000845469,5.972246e-7,0.00001716824,0.0001269509,0.000003026874,0.00001042875,0.0002088542,0.999492,0.000001751618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0005947898,0.1443517,0.002079115,0.1021239,0.1050995,0.0001229118,0.003486272,0.00205284,0.6400891],"genre_scores_gemma":[0.001344507,0.02897338,0.001022143,0.008143741,0.004704454,0.00007043996,0.001186188,0.0009085336,0.9536465],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3385544,"threshold_uncertainty_score":0.9434718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332100633141823,"score_gpt":0.2079257490665604,"score_spread":0.1946047427351422,"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."}}