{"id":"W7054689952","doi":"","title":"Analyse expérimentale du comportement des bétons à&#13;\\nhautes performances légers (BHPL).","year":2018,"lang":"fr","type":"dissertation","venue":"University of Biskra Theses Repository (University of Biskra)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Motion study; Building industry; Public office","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002396787,0.0005874184,0.0009214145,0.0005938063,0.001615785,0.00005536756,0.001353696,0.0004781886,0.0009633104],"category_scores_gemma":[0.00001055721,0.0008260888,0.0006921407,0.0007909782,0.001648812,0.001277927,0.0002446502,0.0003693431,0.0001071316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005687218,"about_ca_system_score_gemma":0.000305796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02419264,"about_ca_topic_score_gemma":0.00509783,"domain_scores_codex":[0.9975262,0.0001618283,0.0004515473,0.0007194558,0.000612788,0.0005281852],"domain_scores_gemma":[0.9972665,0.0001586888,0.000871748,0.0008047913,0.0005589393,0.0003392869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.002420864,0.004468929,0.2219849,0.007894385,0.01217589,0.0008950937,0.1779589,0.01282023,0.5167074,0.003514037,0.02801992,0.0111394],"study_design_scores_gemma":[0.004318152,0.00146049,0.2221381,0.003050579,0.006211492,0.00008798079,0.4500698,0.0318597,0.2189571,0.0001992627,0.05868691,0.002960396],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967488,0.00108975,0.00283937,0.0001028539,0.0005445225,0.0005372275,0.0002507384,0.0001744081,0.02697314],"genre_scores_gemma":[0.9694245,0.00293114,0.008396402,0.000005667855,0.0001030545,3.705023e-7,0.0004264021,0.00004940468,0.018663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2977504,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072990483057173,"score_gpt":0.1872613952642281,"score_spread":0.1765314904336563,"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."}}