{"id":"W4244209206","doi":"10.4000/vertigo.448","title":"Le désert et la désertification : impacts, adaptation et politiques","year":2008,"lang":"fr","type":"paratext","venue":"VertigO","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001068017,0.001115945,0.001197216,0.001295548,0.001324578,0.005501528,0.0006157488,0.003375404,0.03639625],"category_scores_gemma":[0.001964295,0.0002678769,0.0002930958,0.003581369,0.0029807,0.003421683,0.001011394,0.004475241,0.003437676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003306546,"about_ca_system_score_gemma":0.001931352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04070097,"about_ca_topic_score_gemma":0.03839594,"domain_scores_codex":[0.9994671,0.0002037798,0.00002463967,0.00008416483,0.0001465452,0.00007375696],"domain_scores_gemma":[0.9991788,0.0005897332,0.00005946674,0.00004279215,0.00007396394,0.00005528206],"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":[0.0001767303,0.00007831446,0.0008663187,0.0007775294,0.00003098039,0.0001830625,0.001613498,0.001516104,0.0005563396,0.3334977,0.4892968,0.1714066],"study_design_scores_gemma":[0.0000408913,0.00003156226,0.004801867,0.0005880552,0.000008511817,0.0002177933,0.0007952589,0.0004209881,0.0001747597,0.04035656,0.9525465,0.00001731103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004718817,0.6422901,0.001384195,0.08159573,0.01214056,0.00002121624,0.001010917,0.0001028359,0.2567357],"genre_scores_gemma":[0.1841938,0.4512013,0.001598084,0.005466793,0.02733486,0.000168994,0.001296303,0.0002272391,0.3285125],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04070097,"threshold_uncertainty_score":0.1217575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04600671353224802,"score_gpt":0.3036185636539933,"score_spread":0.2576118501217453,"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."}}