{"id":"W164870683","doi":"10.7202/005640ar","title":"Structures cylindriques verticales dans un dépôt meuble Quaternaire, en Galice (Espagne)","year":2002,"lang":"fr","type":"article","venue":"Géographie physique et Quaternaire","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval","funders":"","keywords":"Humanities; Geology; Physics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0004329101,0.0006889601,0.0006021056,0.0002679433,0.0005411196,0.0004502112,0.0009312818,0.0004533602,0.002115738],"category_scores_gemma":[0.0001067422,0.0005732545,0.0003943096,0.001039607,0.001134752,0.001311674,0.0000932566,0.0007183036,0.001249575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001831512,"about_ca_system_score_gemma":0.00003842946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07054521,"about_ca_topic_score_gemma":0.3712761,"domain_scores_codex":[0.996075,0.0007197895,0.0007615386,0.0007599123,0.000627826,0.001055893],"domain_scores_gemma":[0.9980989,0.00039805,0.0002735635,0.0005798895,0.0001666015,0.0004829863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008422993,0.0003543824,0.3068958,0.0005674653,0.0002923652,0.0001568823,0.007651735,0.002121957,0.000167903,0.01789154,0.008417724,0.655398],"study_design_scores_gemma":[0.0005263939,0.00048959,0.9329507,0.0002371328,0.000125239,0.0001137747,0.0005961721,0.0008740641,0.001763179,0.03794553,0.02349765,0.0008806151],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415432,0.01653494,0.0008612165,0.02996338,0.001363534,0.0004042362,0.00006005292,0.0002916042,0.008977809],"genre_scores_gemma":[0.9646826,0.02697204,0.001315485,0.001395659,0.0004651488,0.00001945183,0.0001279955,0.00002938783,0.004992174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6545174,"threshold_uncertainty_score":0.9996719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292317598758847,"score_gpt":0.2315426674695728,"score_spread":0.2086194914819843,"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."}}