{"id":"W3193477839","doi":"","title":"Actes des Journées Francophones des Langages Applicatifs 2019","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Agence Nationale de la Recherche; European Commission","keywords":"Philosophy; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007228636,0.0008000878,0.0005995882,0.004569852,0.002835349,0.004239703,0.0005907082,0.002148081,0.023475],"category_scores_gemma":[0.02687625,0.0004335761,0.0008226991,0.002830072,0.0009422887,0.001092969,0.001542887,0.003119491,0.01018004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005883528,"about_ca_system_score_gemma":0.006833229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2778743,"about_ca_topic_score_gemma":0.205734,"domain_scores_codex":[0.988896,0.002669213,0.0009463448,0.001024697,0.004411054,0.002052648],"domain_scores_gemma":[0.9634717,0.01168645,0.004088045,0.001478905,0.0134229,0.005852046],"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":[0.003183519,0.0003747244,0.1400113,0.00175928,0.000329176,0.001450539,0.01121092,0.002608707,0.008922526,0.02348333,0.5585337,0.2481322],"study_design_scores_gemma":[0.00005607084,0.0002011335,0.2664244,0.0002959705,0.00004177594,0.000396112,0.003414013,0.0006747988,0.001485691,0.0004096153,0.7265102,0.00009031377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5271865,0.025691,0.008172553,0.05939094,0.01740895,0.0005703351,0.07829723,0.003796461,0.2794861],"genre_scores_gemma":[0.6205131,0.00564215,0.005180226,0.003443844,0.003058979,0.0005528863,0.01889784,0.001027478,0.3416834],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2778743,"threshold_uncertainty_score":0.5525138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05659561650868474,"score_gpt":0.3551851856311214,"score_spread":0.2985895691224367,"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."}}