{"id":"W6931538020","doi":"10.5281/zenodo.7963601","title":"reds2401/Hydrotel-Telemac_results: V1","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Demotion","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00612082,0.0003369762,0.0004535927,0.0009484079,0.001483921,0.002083326,0.003839541,0.0002669086,0.1358015],"category_scores_gemma":[0.009010331,0.0002857136,0.0001995395,0.001713818,0.0002988815,0.0001906855,0.002033076,0.0005281041,0.2044191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002208516,"about_ca_system_score_gemma":0.000008508504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007656062,"about_ca_topic_score_gemma":0.000007703059,"domain_scores_codex":[0.9931377,0.001023399,0.0008302937,0.001228506,0.003144942,0.0006351331],"domain_scores_gemma":[0.9963723,0.000181251,0.0004974923,0.001846738,0.0008024435,0.000299779],"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":[0.00002426401,0.00008417179,0.000002030973,0.00003299872,0.00005231283,0.0000180547,0.00019191,0.00002644024,0.000120438,0.0007386479,0.8738316,0.1248771],"study_design_scores_gemma":[0.000399366,0.0001478178,0.00009028409,0.0001494711,0.0000170906,0.00001660652,0.0002405768,0.00009372366,0.0000475446,0.001465054,0.9970196,0.0003128826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008387931,0.0002180385,0.001520497,0.001468486,0.0006768589,0.0009781609,0.0007634363,0.00310192,0.9911887],"genre_scores_gemma":[0.003843647,0.0008340622,0.0003797482,0.0002781579,0.001079722,2.094409e-7,0.001076148,0.01924015,0.9732682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1245643,"threshold_uncertainty_score":0.9999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1593613973510762,"score_gpt":0.3395902359502935,"score_spread":0.1802288385992173,"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."}}