{"id":"W7137254674","doi":"10.1684/dmg.2025.834","title":"Treatment, fatigue, and sun…","year":2025,"lang":"fr","type":"other","venue":"Cairn.info","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Socialization; Gender relations","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001180336,0.001165989,0.001153104,0.0006419694,0.000196266,0.00022023,0.0003738327,0.0009057496,0.1077267],"category_scores_gemma":[0.0002220586,0.001126669,0.0003264571,0.0005050825,0.0006611072,0.0001590216,0.000195378,0.0003122876,0.04429467],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005405473,"about_ca_system_score_gemma":0.0007579859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01401654,"about_ca_topic_score_gemma":0.008064099,"domain_scores_codex":[0.9970515,0.0001691411,0.0005456413,0.00103132,0.0003368706,0.0008655246],"domain_scores_gemma":[0.9976363,0.0002553088,0.0004011059,0.001145022,0.000135745,0.000426533],"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":[0.0001941911,0.0007048205,0.03208762,0.001035594,0.003148503,0.0006376113,0.004469091,0.00003403053,0.0004371677,0.2506098,0.5900903,0.1165513],"study_design_scores_gemma":[0.002514344,0.0003406376,0.004906217,0.0007162375,0.0008569102,0.00004598372,0.00008715638,0.000119834,0.0003249295,0.0002522432,0.9889426,0.0008928633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009779355,0.01785206,0.0001148034,0.0005770749,0.001432975,0.001241928,0.001961091,0.0003473953,0.9754947],"genre_scores_gemma":[0.0009358598,0.002136245,0.0008470867,0.0001308358,0.0006871661,0.000122917,0.0002511143,0.0006802151,0.9942086],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3988524,"threshold_uncertainty_score":0.9991183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02549280505751282,"score_gpt":0.2879474571957982,"score_spread":0.2624546521382854,"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."}}