{"id":"W4231681173","doi":"10.26522/vp.v16i2.2304","title":"Editorial","year":2019,"lang":"fr","type":"editorial","venue":"Voix Plurielles","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.007057925,0.001095612,0.001656531,0.0003139768,0.001631025,0.0001772182,0.001078231,0.01144578,0.00762887],"category_scores_gemma":[0.01764509,0.001019516,0.000496515,0.0004651772,0.0002305566,0.0006342789,0.0005551248,0.01101589,0.05314625],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009178416,"about_ca_system_score_gemma":0.01180682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0171257,"about_ca_topic_score_gemma":0.002262027,"domain_scores_codex":[0.9829162,0.008485106,0.002465981,0.001447458,0.002543249,0.002141987],"domain_scores_gemma":[0.955317,0.03835327,0.002182608,0.001632399,0.001644613,0.0008701476],"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":[0.0003891194,0.0001278146,0.0001532767,0.005039139,0.0002229852,0.00001980683,0.01252685,0.000005652626,0.00001160252,0.004621878,0.9738662,0.003015652],"study_design_scores_gemma":[0.001660219,0.0004957172,0.00001893018,0.003134685,0.0002017246,0.000002282865,0.003443847,0.00002619657,0.000003125272,0.0003579415,0.9896836,0.0009716754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001571571,0.004060866,0.00003838649,0.03946423,0.9232977,0.002605811,0.002615869,0.0002132149,0.02754678],"genre_scores_gemma":[0.0001201953,0.002852625,0.0002236294,0.0002733374,0.752012,0.0001541484,0.0005407849,0.0002138282,0.2436094],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2160627,"threshold_uncertainty_score":0.9996687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04423162839200969,"score_gpt":0.4072395185664603,"score_spread":0.3630078901744506,"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."}}