{"id":"W7031611621","doi":"","title":"Appel au secours !","year":2020,"lang":"fr","type":"article","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Measure (data warehouse); Identification (biology); Subject (documents); Data collection","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":[0.0002939229,0.0003041535,0.0004950148,0.00006254784,0.0006278318,0.0001353345,0.0008277482,0.0002129637,0.0009258792],"category_scores_gemma":[0.00006346196,0.0003449701,0.00007989712,0.0001800797,0.0005350471,0.001274895,0.0003412525,0.0001881182,0.00008680086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005910935,"about_ca_system_score_gemma":0.0002669372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1436191,"about_ca_topic_score_gemma":0.0346713,"domain_scores_codex":[0.997704,0.0002343488,0.0004142708,0.0008393826,0.0003658801,0.0004420849],"domain_scores_gemma":[0.9980787,0.0001713776,0.0004876024,0.000678761,0.00009999904,0.0004835456],"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":[0.00143194,0.0002877863,0.4871494,0.001407353,0.001051201,0.00194004,0.001421588,0.0005565717,0.001809657,0.0009713325,0.3490642,0.152909],"study_design_scores_gemma":[0.001855424,0.0004183466,0.1431665,0.0002961345,0.0006831678,0.0001280889,0.001630242,0.005845181,0.0002805582,0.0001469663,0.8449235,0.0006259179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466131,0.01259051,0.0003107847,0.02166615,0.002422061,0.0004966374,0.004428619,0.00008448915,0.01138764],"genre_scores_gemma":[0.9821867,0.006422585,0.000684939,0.0004106502,0.0005659188,1.528688e-7,0.001183759,0.00001303769,0.008532225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4958593,"threshold_uncertainty_score":0.9999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383296840380328,"score_gpt":0.2026769108763989,"score_spread":0.1788439424725956,"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."}}