{"id":"W1903394038","doi":"","title":"À ciel ouvert","year":2015,"lang":"fr","type":"article","venue":"Liberté","topic":"","field":"","cited_by":0,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007296187,0.001277984,0.0008508206,0.001766079,0.001908524,0.003526571,0.0007652887,0.002719064,0.6694177],"category_scores_gemma":[0.003417329,0.0003254178,0.0006366886,0.0006869697,0.0008678135,0.00162385,0.00204704,0.002092075,0.3481059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015382,"about_ca_system_score_gemma":0.001486375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003699955,"about_ca_topic_score_gemma":0.004290422,"domain_scores_codex":[0.9992937,0.0001080422,0.00002688228,0.0001706805,0.0002713617,0.0001292469],"domain_scores_gemma":[0.9991591,0.0002867224,0.00006254199,0.0001176943,0.0001660269,0.0002078999],"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":[0.0003555481,0.0001380176,0.002135193,0.0003493059,0.00004768323,0.001449549,0.0003119159,0.0003302456,0.002405363,0.04224374,0.545718,0.4045155],"study_design_scores_gemma":[0.00001567298,0.00001932081,0.0006950382,0.0001169773,0.000004929059,0.0008995238,0.00007994311,0.00009479167,0.000375768,0.001015328,0.9966766,0.000006075963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004636158,0.007720933,0.002674062,0.01154788,0.007507435,0.00006713071,0.001092649,0.001458081,0.9632957],"genre_scores_gemma":[0.01122392,0.001908127,0.001364233,0.001197152,0.0008160009,0.00003003049,0.0002890576,0.0002704248,0.9829012],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6694177,"threshold_uncertainty_score":0.4715354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03976428691102521,"score_gpt":0.2685563979576748,"score_spread":0.2287921110466496,"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."}}