{"id":"W3193797879","doi":"","title":"Le système d'information (SI) du SOERE ACBB","year":2015,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01549738,0.0004224469,0.0005019607,0.0003296653,0.002070923,0.0006786075,0.001942189,0.001114976,0.0005582016],"category_scores_gemma":[0.004968006,0.0005017284,0.0002699351,0.0008875614,0.001182626,0.001798013,0.001157501,0.001406571,0.002961389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006557141,"about_ca_system_score_gemma":0.00229578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006928899,"about_ca_topic_score_gemma":0.003368693,"domain_scores_codex":[0.989943,0.007020386,0.001060635,0.0004870634,0.0008173832,0.0006715381],"domain_scores_gemma":[0.9909717,0.0009663352,0.001384679,0.001514855,0.004846778,0.0003156532],"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":[0.000009397383,0.0001456956,0.0005835147,0.0001236373,0.00005651836,0.00000143694,0.07227764,0.0002734791,0.00001887589,0.8756124,0.006354425,0.04454302],"study_design_scores_gemma":[0.0009262062,9.632348e-7,0.001584854,0.001562244,0.00007002746,0.00001932097,0.01007989,0.01972197,0.00168609,0.03665189,0.9268872,0.000809341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03311967,0.0008464016,0.1230387,0.08318725,0.001204904,0.0008025831,0.00006660479,0.000815846,0.756918],"genre_scores_gemma":[0.9510466,0.0008587613,0.01303721,0.000397098,0.0001034677,0.0001096302,0.001075827,0.00003507608,0.03333633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9205328,"threshold_uncertainty_score":0.9997435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258889889992127,"score_gpt":0.228447189532104,"score_spread":0.2158582906321828,"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."}}