{"id":"W3160107855","doi":"","title":"Bâtir pour soigner","year":2021,"lang":"fr","type":"article","venue":"Continuité","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002079976,0.0002662457,0.0006292204,0.00002626934,0.0006298391,0.00002320191,0.0002012161,0.001667827,0.02011327],"category_scores_gemma":[0.002474611,0.0002648628,0.0002499618,0.0004912275,0.0001657938,0.0001369195,0.0001817656,0.003258704,0.007011296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002362317,"about_ca_system_score_gemma":0.004670732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004512683,"about_ca_topic_score_gemma":0.000935313,"domain_scores_codex":[0.9947512,0.002290913,0.0008248846,0.0005137908,0.0003518217,0.001267355],"domain_scores_gemma":[0.9961053,0.001710629,0.0002103551,0.0006855946,0.0006387228,0.0006493608],"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":[0.000008498858,0.0001813251,0.006408364,0.0009803459,0.00006045915,0.000332989,0.0382517,3.300028e-7,0.000492748,0.01371513,0.7231433,0.2164249],"study_design_scores_gemma":[0.001610021,0.00005192649,0.01641611,0.001133403,0.00009094639,0.00002341267,0.03741644,0.00009660648,0.0001672748,0.001278776,0.9414665,0.0002485836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3251942,0.06208325,0.0009658314,0.2615921,0.01296417,0.0008364212,0.0001128669,0.0001902297,0.336061],"genre_scores_gemma":[0.1129452,0.003602071,0.001791555,0.05892783,0.006185021,0.00004038381,0.00004178825,0.00006755808,0.8163986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4803376,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04748972035711334,"score_gpt":0.3900801409909311,"score_spread":0.3425904206338178,"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."}}