{"id":"W2798043519","doi":"10.3917/lpe.001.0122","title":"La gestion environnementale à l’heure de l’Anthropocène","year":2017,"lang":"fr","type":"article","venue":"La Pensée écologique","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement","funders":"","keywords":"Humanities; Political science; Geography; Art","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008889018,0.0002548772,0.0002166244,0.00002597026,0.000665402,0.000201392,0.0005155405,0.0005858043,0.009339559],"category_scores_gemma":[0.0002912463,0.000270816,0.00009658652,0.00004049979,0.001573811,0.0003681451,0.0005465919,0.0005803915,0.001310054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004535055,"about_ca_system_score_gemma":0.00001924271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001942947,"about_ca_topic_score_gemma":0.002355853,"domain_scores_codex":[0.9983573,0.0002755951,0.0001957361,0.000401386,0.0001599445,0.0006100606],"domain_scores_gemma":[0.9987947,0.0002766608,0.000153296,0.0005887722,0.000005325479,0.0001811964],"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":[0.000139625,0.002245565,0.3224508,0.00069103,0.0001812165,0.004896625,0.008494967,0.01169199,0.1224308,0.03904133,0.03936977,0.4483663],"study_design_scores_gemma":[0.0007445852,0.0002735782,0.7431303,0.0002110623,0.00008127894,0.0004260509,0.0009042496,0.006486615,0.007198429,0.001451531,0.2385021,0.0005902405],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293141,0.0007933788,0.001269028,0.02775568,0.0008625346,0.0003399444,0.00007379505,0.00008536319,0.03950621],"genre_scores_gemma":[0.9869271,0.003698021,0.001534725,0.0002828942,0.0002362662,0.00004477565,0.00001445456,0.00003324768,0.00722851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.447776,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02451431024347873,"score_gpt":0.2751342496350603,"score_spread":0.2506199393915816,"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."}}