{"id":"W6899138892","doi":"10.58079/bduj","title":"Bientôt la saison 2015 du cours #ecodoc","year":2015,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Production (economics); Duration (music)","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002411179,0.0005347946,0.0006914908,0.0001692084,0.001631742,0.0006166597,0.0007272969,0.0005860027,0.006661857],"category_scores_gemma":[0.0008468796,0.0005935662,0.0003122142,0.001076599,0.00216057,0.01157343,0.000274262,0.0005126783,0.008962007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513744,"about_ca_system_score_gemma":0.0008184824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00514229,"about_ca_topic_score_gemma":0.01697841,"domain_scores_codex":[0.9946261,0.001183269,0.0007410092,0.0007626973,0.001659234,0.001027661],"domain_scores_gemma":[0.9966605,0.000464112,0.000466459,0.0003862878,0.001035133,0.0009874918],"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":[0.0000276957,0.00036018,0.0002450796,0.00002123741,0.00007492804,0.00005144303,0.002841186,0.00003927314,0.000003057072,0.4489104,0.5433925,0.004033068],"study_design_scores_gemma":[0.001581454,0.0002986202,0.004977859,0.000196435,0.0001566369,0.00001788138,0.007639335,0.00008011897,0.00004641056,0.0202459,0.9640461,0.0007132252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004056441,0.02757565,0.0008103524,0.3054587,0.02780067,0.0009698881,0.000612849,0.0002749266,0.6324406],"genre_scores_gemma":[0.6650064,0.0161669,0.001771587,0.04122661,0.02106925,0.0006437142,0.001254037,0.0001680944,0.2526934],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6609499,"threshold_uncertainty_score":0.999668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04929411050010411,"score_gpt":0.2853013139868118,"score_spread":0.2360072034867077,"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."}}