{"id":"W4378976097","doi":"10.1126/science.adi7361","title":"Summer reading 2023 In a Flight of Starlings: The Wonders of Complex Systems , Giorgio Parisi , Penguin Press, 2023, 144 pp. I Feel Love: MDMA and the Quest for Connection in a Fractured World , Rachel Nuwer , Bloomsbury, 2023, 384 pp. Many Things Under a Rock: The Mysteries of Octopuses , David Scheel , Norton, 2023, 320 pp. The Hidden History of Code-Breaking: The Secret World of Cyphers, Uncrackable Codes, and Elusive Encryptions , Sinclair McKay , Pegasus, 2023, 400 pp. Thinking with Your Hands: The Surprising Science Behind How Gestures Shape Our Thoughts , Susan Goldin-Meadow , Basic Books, 2023, 272 pp. The Madwomen of Paris: A Novel , Jennifer Cody Epstein , Ballantine Books, 2023, 336 pp. Life on Other Planets: A Memoir of Finding My Place in the Universe , Aomawa Shields , Viking, 2023, 352 pp. The Ghost Forest: Racists, Radicals, and Real Estate in the California Redwoods , Greg King , PublicAffairs, 2023, 480 pp. The Quickening: Creation and Community at the Ends of the Earth , Elizabeth Rush , Milkweed Editions, 2023, 424 pp.","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Gothic Literature and Media Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University","funders":"","keywords":"Reading (process); Environmental ethics; MDMA; Philosophy; Biology; Linguistics; Pharmacology","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":[0.0006090843,0.001718635,0.0007645207,0.001707646,0.002633207,0.005742983,0.0009291087,0.002802012,0.1551936],"category_scores_gemma":[0.001764238,0.000647568,0.001000262,0.001587507,0.002355272,0.005246036,0.002218992,0.004193386,0.07789843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002989083,"about_ca_system_score_gemma":0.003168733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01592116,"about_ca_topic_score_gemma":0.0514717,"domain_scores_codex":[0.9994984,0.00008183833,0.00002976565,0.0001275242,0.0001959305,0.00006660341],"domain_scores_gemma":[0.999266,0.0001956712,0.00005327039,0.00006844347,0.0002291766,0.0001874481],"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":[0.00000827487,0.000006816012,0.00005344149,0.0001617113,0.000004222555,0.00004438388,0.0003354638,0.00003519993,0.0001964652,0.006789491,0.9721219,0.02024268],"study_design_scores_gemma":[0.00000150841,0.00000435414,0.0003228017,0.0002356208,0.000002292835,0.000066024,0.0004196771,0.00001623241,0.00006263045,0.002956575,0.9959075,0.000004674724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00121543,0.4017068,0.002752991,0.08133996,0.03633302,0.00006279414,0.001842551,0.0009091643,0.4738373],"genre_scores_gemma":[0.007529461,0.09317827,0.001622064,0.01620352,0.006399126,0.00006335862,0.0008421409,0.0006571666,0.873505],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1551936,"threshold_uncertainty_score":0.5191743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262774022354909,"score_gpt":0.2696882153225715,"score_spread":0.2434108130870806,"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."}}