{"id":"W7137558354","doi":"","title":"Conclusion","year":2024,"lang":"fr","type":"other","venue":"Cairn.info","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Port (circuit theory)","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":["insufficient_payload"],"category_scores_codex":[0.0004533022,0.001053629,0.000936662,0.0006374717,0.0001308427,0.0002806854,0.0007697333,0.001325345,0.5093064],"category_scores_gemma":[0.0002804455,0.001061591,0.0005672674,0.0007082215,0.0006774235,0.0001463572,0.001010524,0.001065382,0.9180132],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007264888,"about_ca_system_score_gemma":0.0004998471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003684211,"about_ca_topic_score_gemma":0.002551221,"domain_scores_codex":[0.9962203,0.0001537908,0.0006790904,0.001128074,0.0008457804,0.0009729563],"domain_scores_gemma":[0.9975659,0.0001088887,0.0003616871,0.001307972,0.0001590574,0.0004964398],"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":[0.00003107096,0.00006895826,0.00008798834,0.0009615207,0.0003638891,0.0007913343,0.003885484,0.00001419219,0.001694342,0.08231699,0.9031631,0.006621159],"study_design_scores_gemma":[0.0006228572,0.0001248457,0.0001165487,0.003035347,0.000571242,0.0001385731,0.0001290774,0.0003123097,0.0003785297,0.00127169,0.9921626,0.001136366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002508367,0.036902,0.00005900522,0.001240553,0.01019822,0.0008772438,0.001021509,0.00094001,0.9485106],"genre_scores_gemma":[0.0008418101,0.0003266956,0.0005192903,0.0004290856,0.003809816,0.00005438792,0.0001575936,0.003029278,0.990832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4087068,"threshold_uncertainty_score":0.9999712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009847752924103888,"score_gpt":0.2632787412478355,"score_spread":0.2534309883237316,"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."}}