{"id":"W6986467714","doi":"","title":"PierreMasselot/Paper--2022--EE--Heat_climate","year":2022,"lang":"en","type":"other","venue":"London School of Hygiene & Tropical Medicine","topic":"Diverse Interdisciplinary Research Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Hyporeflexia; Fusible alloy; Triacetin","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004029729,0.0006246199,0.001552353,0.0009874738,0.0001838428,0.00004908247,0.003433984,0.0002256931,0.05169048],"category_scores_gemma":[0.0009774765,0.0004738268,0.0002837268,0.00112883,0.0006561352,0.0002645881,0.004341093,0.001179152,0.0006715656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132791,"about_ca_system_score_gemma":0.0002102621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002122935,"about_ca_topic_score_gemma":0.00009330278,"domain_scores_codex":[0.9942769,0.0003018245,0.0008684274,0.001214918,0.002454034,0.0008838754],"domain_scores_gemma":[0.9964759,0.0002876586,0.0004607875,0.002045593,0.0001800524,0.0005499865],"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":[0.0000562015,0.0002005215,0.004973806,0.000249679,0.0002634895,0.0004561886,0.000108479,0.000002716507,0.0003639442,0.005699582,0.9838483,0.003777106],"study_design_scores_gemma":[0.002220625,0.002111977,0.01152003,0.0006550652,0.00009215959,0.00004609961,0.0001730627,0.0001219192,0.00004018073,0.00122144,0.9812711,0.0005263173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000469453,0.01246539,0.005425663,0.01576701,0.003515494,0.00114267,0.0001027989,0.0008739135,0.9602376],"genre_scores_gemma":[0.01163657,0.006730348,0.01003995,0.002297839,0.002903696,0.0004417455,0.0001181551,0.0007390808,0.9650926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05101891,"threshold_uncertainty_score":0.9997714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979537435470936,"score_gpt":0.3051434296030057,"score_spread":0.2853480552482963,"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."}}