{"id":"W6949608087","doi":"10.5281/zenodo.14181406","title":"Articles scientifiques","year":2022,"lang":"fr","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Identification (biology); Context (archaeology); Relation (database); Identity (music)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002120614,0.000293697,0.0002757776,0.0004615207,0.007935455,0.001842394,0.002664607,0.0002054069,0.8058781],"category_scores_gemma":[0.001049888,0.000346848,0.0001419847,0.001821527,0.001659573,0.0002984378,0.002121461,0.0007092281,0.08061583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007716683,"about_ca_system_score_gemma":0.00002707898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005173339,"about_ca_topic_score_gemma":0.00003652518,"domain_scores_codex":[0.9948451,0.001900251,0.0004043543,0.0008479115,0.001143448,0.0008589308],"domain_scores_gemma":[0.998059,0.00005641175,0.0002609986,0.0006428428,0.0006321929,0.0003485796],"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":[0.0000186766,0.0002624598,0.000004056592,0.0001007793,0.00006672332,0.00003618371,0.01457198,0.00002360418,0.0003318286,0.349268,0.4770488,0.1582669],"study_design_scores_gemma":[0.0001265261,0.000195222,0.00005533689,0.00005837349,0.00003092162,0.00003139026,0.005094493,0.0001319386,0.0001806637,0.003244474,0.9904839,0.0003667035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002824489,0.0008050813,0.0004641506,0.001992517,0.0008798351,0.0007264834,0.0003642123,0.0009477612,0.9909955],"genre_scores_gemma":[0.1446721,0.001179578,0.0003531627,0.0004349785,0.001361362,1.7617e-7,0.001637468,0.00725014,0.8431111],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7252622,"threshold_uncertainty_score":0.9998984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05867265612761008,"score_gpt":0.2875227821069941,"score_spread":0.228850125979384,"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."}}