{"id":"W6984753066","doi":"","title":"Conclusions","year":2023,"lang":"en","type":"book-chapter","venue":"Research Publications (Maastricht University)","topic":"Education, Literature, Philosophy Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Council on Foreign Relations","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003517447,0.0002723799,0.0003186987,0.006889785,0.004437271,0.0006356401,0.002632055,0.0007723432,0.003001514],"category_scores_gemma":[0.002549549,0.0003378669,0.0002279177,0.005042966,0.00202711,0.0007801527,0.001019661,0.002222736,0.00367716],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001848818,"about_ca_system_score_gemma":0.00714381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005008079,"about_ca_topic_score_gemma":0.0008735525,"domain_scores_codex":[0.9940924,0.0007657647,0.0003038305,0.0008908888,0.002812192,0.001134907],"domain_scores_gemma":[0.9902737,0.002468289,0.0001679535,0.001242178,0.00488917,0.0009587063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005088183,0.00004760448,0.00007612669,0.00001322647,0.00006337123,0.00001595524,0.0009413082,6.004084e-7,0.000003042341,0.7616506,0.2362155,0.0009675875],"study_design_scores_gemma":[0.0001401139,0.00003881112,0.0001090669,0.00006786422,0.00002319005,8.863401e-7,0.001520106,0.000003290598,8.622839e-7,0.1029239,0.8949214,0.0002505647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001223093,0.0001723692,0.00004615835,0.05174189,0.0002844825,0.001152154,0.0003110641,0.0005625177,0.9457172],"genre_scores_gemma":[0.001287368,0.002649488,0.0001850959,0.00005024652,0.001225989,0.00001729893,0.0005319188,0.00008407186,0.9939685],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6587267,"threshold_uncertainty_score":0.9999073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3010017381975512,"score_gpt":0.4411260463737999,"score_spread":0.1401243081762487,"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."}}