{"id":"W6985116047","doi":"","title":"Introduction","year":2015,"lang":"fr","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Sustainability, Environment, and Optimization Algorithms","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","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":["insufficient_payload"],"category_scores_codex":[0.0004660127,0.0003346037,0.0002540371,0.002832579,0.0002410165,0.00007618554,0.0004618347,0.0002519141,0.003445275],"category_scores_gemma":[0.0001790547,0.00040974,0.0001339433,0.007170566,0.0007034383,0.001274578,0.0005006928,0.0003163946,0.001952928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003190723,"about_ca_system_score_gemma":0.0002819541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07291104,"about_ca_topic_score_gemma":0.004082203,"domain_scores_codex":[0.9973763,0.000394319,0.0002368606,0.0008540049,0.0005035173,0.0006350563],"domain_scores_gemma":[0.9987242,0.00004197369,0.0001651919,0.0006436859,0.00005881002,0.0003661402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008492022,0.005073589,0.02560204,0.0002943297,0.000365931,0.001017103,0.04480678,0.1665474,0.00002786067,0.0125888,0.1350142,0.6078128],"study_design_scores_gemma":[0.001199327,0.0002562715,0.0005618969,0.00001065363,0.000114754,0.0000271078,0.004410997,0.008282052,0.0001547288,0.000009023218,0.9845272,0.0004460068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.029117,0.00003402812,0.02847342,0.01560423,0.004343902,0.001554519,0.00006944068,0.000309515,0.920494],"genre_scores_gemma":[0.1532328,0.7078086,0.06781741,0.001639123,0.007247787,0.00002249939,0.0003204824,0.000341575,0.06156972],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8589242,"threshold_uncertainty_score":0.9998354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595331441391844,"score_gpt":0.213425191377202,"score_spread":0.1974718769632835,"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."}}