{"id":"W3118511523","doi":"","title":"Des marmottes et des Hommes","year":2017,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement","funders":"","keywords":"Computer science","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":[0.001034805,0.0003255426,0.0003235201,0.0008988206,0.004490149,0.001950316,0.0003180599,0.001135066,0.0127461],"category_scores_gemma":[0.002968337,0.0001472219,0.0001878023,0.0008279411,0.004794462,0.001657028,0.002501072,0.001358925,0.001419502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141892,"about_ca_system_score_gemma":0.0006437165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02233668,"about_ca_topic_score_gemma":0.02474753,"domain_scores_codex":[0.9988432,0.0005080289,0.00003499714,0.0002130708,0.000177218,0.0002235245],"domain_scores_gemma":[0.9994753,0.00008699322,0.0001535843,0.00006641299,0.00007768421,0.0001400228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004213403,0.00007839656,0.05138009,0.0002749455,0.00006066342,0.00482902,0.2393771,0.0003863225,0.003555071,0.4975734,0.01529996,0.1867637],"study_design_scores_gemma":[0.00003050704,0.0002186979,0.2229137,0.0005863793,0.00005018185,0.007845695,0.1177656,0.0003370091,0.0008713648,0.07572398,0.5735432,0.0001136041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6909277,0.006077018,0.002504872,0.006829181,0.0004431054,0.0000346694,0.0002856222,0.00004097731,0.2928568],"genre_scores_gemma":[0.9625881,0.001534223,0.0009575243,0.0005838939,0.0000913079,0.00002652836,0.00007972482,0.00001313277,0.0341256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02233668,"threshold_uncertainty_score":0.04441333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05258738833605541,"score_gpt":0.2775181000521539,"score_spread":0.2249307117160985,"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."}}