{"id":"W3013723497","doi":"10.4000/mappemonde.1816","title":"L’Atlas des Régions Naturelles. Éric Tabuchi, Nelly Monnier","year":2019,"lang":"fr","type":"article","venue":"Mappemonde","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Wildlife","funders":"","keywords":"Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065723,0.0006768429,0.0002968181,0.002636382,0.002032293,0.003268038,0.0004090271,0.0008852076,0.0651247],"category_scores_gemma":[0.002521542,0.0003220439,0.0003503995,0.003387223,0.0009116942,0.003449326,0.001721859,0.001429807,0.02605636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002917483,"about_ca_system_score_gemma":0.002020529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04282187,"about_ca_topic_score_gemma":0.08789838,"domain_scores_codex":[0.9993278,0.000207871,0.00002358484,0.0001361822,0.0002432839,0.00006130313],"domain_scores_gemma":[0.9990306,0.0002747249,0.00006339006,0.000106341,0.0003806637,0.0001444127],"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":[0.00002041258,0.000004104214,0.0004579438,0.0001429109,0.000002801912,0.00007674078,0.001712427,0.0001150028,0.0003445297,0.02100699,0.9283352,0.04778091],"study_design_scores_gemma":[5.003939e-7,6.4108e-7,0.0002523839,0.00003550487,4.122539e-7,0.00002891758,0.0001982145,0.000009619095,0.00003491654,0.0004519339,0.9989852,0.000001797424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006083709,0.09863691,0.01544738,0.07188963,0.01527913,0.0001337154,0.0221178,0.003854243,0.7665576],"genre_scores_gemma":[0.06854644,0.04310367,0.01680764,0.00612976,0.003440836,0.0001755163,0.01139549,0.005046905,0.8453538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0651247,"threshold_uncertainty_score":0.2178638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456406145741542,"score_gpt":0.2443434072673549,"score_spread":0.2197793458099395,"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."}}