{"id":"W4390676566","doi":"10.7202/1108315ar","title":"Le Schtroumpf civil","year":2023,"lang":"fr","type":"article","venue":"Communitas","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Computer science; CLARITY; Readability; Ambiguity; Intelligibility (philosophy); Natural language processing; Sociology; Artificial intelligence; Epistemology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001611128,0.0006637438,0.0003425365,0.002291057,0.01105194,0.00625209,0.0009167141,0.002568824,0.02870532],"category_scores_gemma":[0.006335196,0.0003310352,0.0003193969,0.002519526,0.01532086,0.004728645,0.002441485,0.003294241,0.003712777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02594976,"about_ca_system_score_gemma":0.02188152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5039282,"about_ca_topic_score_gemma":0.5494598,"domain_scores_codex":[0.9976179,0.0005648133,0.00006062028,0.0004440523,0.0007960243,0.0005165408],"domain_scores_gemma":[0.9975137,0.0006202093,0.0001830402,0.000322688,0.001117464,0.0002429625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008272907,0.00000269646,0.0004181367,0.00001825556,0.000002115203,0.00008316227,0.003915246,0.00007244279,0.00006024867,0.9527805,0.02892371,0.01371519],"study_design_scores_gemma":[0.00000482841,0.000009299055,0.001564301,0.0001466602,0.000004722798,0.000133596,0.002807391,0.0003208746,0.0001659655,0.06656615,0.9282492,0.00002705355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01697745,0.003566195,0.005482127,0.02195485,0.0009214233,0.00005733797,0.0004011669,0.0001168852,0.9505226],"genre_scores_gemma":[0.4800416,0.003254852,0.003641585,0.004184639,0.0004717887,0.0001589266,0.000365783,0.0002405701,0.5076403],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5039282,"threshold_uncertainty_score":0.9979866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2962821869015607,"score_gpt":0.5194950299474137,"score_spread":0.223212843045853,"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."}}