{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004248777,0.0002679106,0.0002671468,0.00009220361,0.00005419961,0.0001010647,0.0003812028,0.0002447024,0.001836494],"category_scores_gemma":[0.0002609152,0.0002951798,0.0001193795,0.0005488779,0.0002166801,0.0004923992,0.000205134,0.0002988774,0.2647754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003638614,"about_ca_system_score_gemma":0.0003669786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007130784,"about_ca_topic_score_gemma":0.0001266303,"domain_scores_codex":[0.9979479,0.0001843226,0.0002719656,0.0003772965,0.0004924986,0.0007259689],"domain_scores_gemma":[0.9982671,0.00006765273,0.0000935248,0.0006733763,0.0001568748,0.0007414806],"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":[0.00005681397,0.0002717871,0.001510689,0.0000250597,0.00005930029,0.0001127011,0.002532802,0.00006537258,0.00040412,0.02181434,0.9618804,0.01126655],"study_design_scores_gemma":[0.001146781,0.0001258281,0.001152589,0.00007590626,0.00007463969,0.00008092709,0.0003391147,0.001832471,0.001069041,0.004123645,0.9896114,0.0003676385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0244281,0.02416296,0.0001297475,0.01166833,0.009232594,0.0002783401,0.000149516,0.0004072241,0.9295432],"genre_scores_gemma":[0.05652605,0.00004267439,0.002577868,0.002054581,0.001160977,0.00001464948,0.00002765561,0.0002371813,0.9373584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2629389,"threshold_uncertainty_score":0.9999501,"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."}}