{"id":"W7048175760","doi":"","title":"La protection des gens de mer à l'épreuve de l'activité des agences de fourniture de main-d'œuvre maritime","year":2024,"lang":"fr","type":"other","venue":"","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Littoral zone; Indian ocean; Traditional knowledge; Table (database)","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000864828,0.0007167994,0.0004776831,0.0002875708,0.0002060723,0.0003237994,0.0003393111,0.001640276,0.006173768],"category_scores_gemma":[0.0001103288,0.0007024955,0.0003072179,0.0002994745,0.0002783284,0.0001704522,0.0001039579,0.001297231,0.0006231059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002039085,"about_ca_system_score_gemma":0.0004193013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008340036,"about_ca_topic_score_gemma":0.01377087,"domain_scores_codex":[0.9973843,0.0002828677,0.0003093112,0.0005468377,0.0001451727,0.00133156],"domain_scores_gemma":[0.9990621,0.000180993,0.00007771828,0.0002925789,0.00004026051,0.0003463954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008068757,0.0002380616,0.0005302779,0.008479054,0.00168062,0.001192632,0.03817902,0.01634967,0.8662529,0.004014622,0.01792287,0.04507957],"study_design_scores_gemma":[0.0008186112,0.0003673097,0.001868686,0.007581556,0.001597325,0.009244652,0.01269063,0.09612533,0.4207163,0.119186,0.3264291,0.003374482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1850792,0.01924366,0.4600195,0.0002768111,0.0007168821,0.001788209,0.0002428037,0.001217007,0.331416],"genre_scores_gemma":[0.2994696,0.004235519,0.1573291,0.0002087909,0.001359599,0.0006976668,0.0000286787,0.001138215,0.5355329],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4455366,"threshold_uncertainty_score":0.9996558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359801706179487,"score_gpt":0.240807690955759,"score_spread":0.2172096738939641,"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."}}