{"id":"W4392421410","doi":"10.1017/9781788215206.005","title":"Supercharge the Individual","year":2022,"lang":"en","type":"other","venue":"","topic":"Sustainable Development and Policies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supercharge; Chemistry; Computer science; Neuroscience; Computational biology; Biology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002304179,0.0007187997,0.0004938452,0.0009441553,0.008635691,0.01160707,0.001548362,0.003461384,0.1581184],"category_scores_gemma":[0.009553586,0.0003836806,0.0006018884,0.0007913577,0.008347536,0.01318762,0.01696187,0.00591251,0.07151394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003605749,"about_ca_system_score_gemma":0.004176661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006632864,"about_ca_topic_score_gemma":0.008652878,"domain_scores_codex":[0.9963562,0.0009764551,0.00008503661,0.0006224322,0.001221175,0.0007387619],"domain_scores_gemma":[0.9947993,0.0005437339,0.0002377424,0.001243856,0.001220877,0.001954464],"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":[0.0000363462,0.00005240651,0.0008910529,0.00009354275,0.00001660248,0.0002459564,0.01294319,0.00005823075,0.0004088113,0.12001,0.7798859,0.08535799],"study_design_scores_gemma":[0.000002632487,0.000009244527,0.0002093079,0.00005678063,0.000002781678,0.0001301408,0.002727876,0.00002495849,0.00006929192,0.007923096,0.9888348,0.000009051597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006861914,0.002540628,0.005052746,0.1017176,0.01356741,0.00008713276,0.0002480984,0.0008274786,0.8690971],"genre_scores_gemma":[0.07812174,0.001734241,0.001813906,0.03972208,0.002588716,0.0001199258,0.0002266406,0.0006283052,0.8750443],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1581184,"threshold_uncertainty_score":0.5289587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358186130417956,"score_gpt":0.2104075623148721,"score_spread":0.1968257010106926,"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."}}