{"id":"W7045259891","doi":"","title":"Analyse et catégorisation sommaires des types de recherches en éducation dans les universités du Québec /","year":2015,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; 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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002236082,0.0009232523,0.0007402584,0.002054275,0.0006276867,0.0007023131,0.001427349,0.0004593193,0.01417256],"category_scores_gemma":[0.009800268,0.0009687641,0.0004395625,0.001540266,0.001575195,0.001417146,0.0005128235,0.0007775912,0.0008153514],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03605639,"about_ca_system_score_gemma":0.1521204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8508388,"about_ca_topic_score_gemma":0.995978,"domain_scores_codex":[0.9930712,0.00263357,0.000951799,0.001170069,0.001471113,0.0007022724],"domain_scores_gemma":[0.9834146,0.01375639,0.001262857,0.0007619552,0.0003322707,0.0004718744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005823941,0.001853256,0.3983209,0.0007657651,0.001227494,0.0000502993,0.153479,0.005450656,0.06987423,0.01241,0.3544383,0.001547597],"study_design_scores_gemma":[0.001168248,0.0002539653,0.3995411,0.0005291512,0.0005798181,0.00009955191,0.008759669,0.001122055,0.00200544,0.001611614,0.5830694,0.001259981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6635144,0.005576757,0.006757028,0.01945871,0.0005477847,0.0007742157,0.0005977888,0.0003820329,0.3023912],"genre_scores_gemma":[0.6938687,0.002621265,0.00764693,0.0006884983,0.0008585724,0.0001792839,0.0001679066,0.0003484456,0.2936204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2286311,"threshold_uncertainty_score":0.9999626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102408213420199,"score_gpt":0.2698556890758986,"score_spread":0.2388316069416966,"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."}}