{"id":"W2941943561","doi":"10.3917/re1.094.0008","title":"L’infrastructure de recherche « Pôle de données et services pour le système Terre », à la pointe des techniques d’imagerie et de cartographie numérique","year":2019,"lang":"fr","type":"article","venue":"Annales des Mines - Responsabilité et environnement","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Political science; 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"],"consensus_categories":[],"category_scores_codex":[0.01403008,0.0007202766,0.000731261,0.000431086,0.0007883763,0.0003898763,0.0008880341,0.0008496027,0.0003605357],"category_scores_gemma":[0.0007957493,0.0007032341,0.0005232944,0.0009134091,0.002604462,0.001287121,0.0004235354,0.0008011678,0.00008569381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001476901,"about_ca_system_score_gemma":0.001509138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01742483,"about_ca_topic_score_gemma":0.02682284,"domain_scores_codex":[0.9881645,0.008136208,0.0009991771,0.000698089,0.0006355929,0.001366457],"domain_scores_gemma":[0.9952099,0.002831408,0.0005205031,0.0007673634,0.0003160559,0.0003547925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004873881,0.0007505394,0.40811,0.004991603,0.0006317408,0.00006386685,0.4600088,0.0008002565,0.01127071,0.09522147,0.003261645,0.01440204],"study_design_scores_gemma":[0.0008493295,0.0005106929,0.1871772,0.002416024,0.000115832,0.0002537336,0.2616608,0.0002070081,0.003005609,0.06677262,0.4758541,0.00117704],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313558,0.007106011,0.002208037,0.01831658,0.0001986133,0.001283037,0.0001490245,0.0002903921,0.03909254],"genre_scores_gemma":[0.9393346,0.01109263,0.03752571,0.002281544,0.0001759697,0.0004283984,0.00004381641,0.00008807904,0.009029285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4725924,"threshold_uncertainty_score":0.9995419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04956526659631316,"score_gpt":0.3436179733905146,"score_spread":0.2940527067942015,"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."}}