{"id":"W4285400394","doi":"10.3917/pox.136.0005","title":"Voit-on mieux de près ? Être chercheur embarqué au Parlement","year":2022,"lang":"fr","type":"article","venue":"Politix","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Art; Theology; Political science; Humanities; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02030965,0.0009490887,0.001002969,0.001735229,0.00895788,0.01895685,0.002454069,0.00365349,0.02148338],"category_scores_gemma":[0.03925058,0.0006926483,0.0008448766,0.002097146,0.01893392,0.022624,0.01100214,0.005384424,0.005581087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006856367,"about_ca_system_score_gemma":0.01383396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01257789,"about_ca_topic_score_gemma":0.0174258,"domain_scores_codex":[0.9711401,0.01905571,0.0007134218,0.00382549,0.00399148,0.00127385],"domain_scores_gemma":[0.974877,0.01229831,0.001672997,0.004462035,0.005015093,0.001674558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001490493,0.0001258887,0.006502951,0.0006472253,0.00008333188,0.00057584,0.206441,0.0007398886,0.00264117,0.6669763,0.02005534,0.09506216],"study_design_scores_gemma":[0.00003786344,0.0002007869,0.003905523,0.001367299,0.00008457904,0.0005803735,0.2114513,0.001881761,0.002628563,0.2199284,0.5578022,0.0001312979],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1137225,0.00547134,0.2221192,0.1133502,0.002534522,0.0006601292,0.0003628151,0.0008406055,0.5409388],"genre_scores_gemma":[0.7954937,0.003407806,0.06492385,0.008314857,0.0004302838,0.0007542082,0.0002977889,0.0007495349,0.1256279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9910421,"threshold_uncertainty_score":0.1074089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2666372746864998,"score_gpt":0.5214539542374251,"score_spread":0.2548166795509253,"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."}}