{"id":"W4318713023","doi":"","title":"AL XX-LEA CONGRES AL ASOCIAŢIEI INTERNAŢIONALE A SOCIOLOGILOR DE LIMBĂ FRANCEZĂ (AISLF), 4–8 IULIE 2016, MONTRÉAL (Scientific Life)","year":2017,"lang":"ro","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Quality of Life Measurement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":[0.004062238,0.001242361,0.00082412,0.002265544,0.002331977,0.005198541,0.001225,0.002338181,0.1315543],"category_scores_gemma":[0.004522406,0.0003470476,0.0009771385,0.001079703,0.001669095,0.001560485,0.003430525,0.003466486,0.03616197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007227835,"about_ca_system_score_gemma":0.01044359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05629935,"about_ca_topic_score_gemma":0.07746364,"domain_scores_codex":[0.9976553,0.0007078132,0.00008698417,0.0002723903,0.0006992718,0.0005782187],"domain_scores_gemma":[0.9966934,0.0004468324,0.0002022391,0.0001870815,0.001057885,0.00141257],"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":[0.0002593056,0.0001355501,0.004356126,0.0003800436,0.00003508507,0.0003613583,0.0006872662,0.0001324333,0.001072856,0.009958001,0.8768547,0.1057671],"study_design_scores_gemma":[0.00001551002,0.00002029566,0.00395342,0.0001792994,0.000004659244,0.0001139205,0.0002498685,0.00006075145,0.0002046228,0.0004019648,0.9947873,0.000008362959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01966834,0.1366522,0.005735662,0.2306691,0.1530786,0.000538963,0.008243257,0.001537065,0.4438769],"genre_scores_gemma":[0.047679,0.02713901,0.003576597,0.007116516,0.01705802,0.0002891186,0.002487523,0.0005768571,0.8940774],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1315543,"threshold_uncertainty_score":0.440093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4457217137165096,"score_gpt":0.6031629112521325,"score_spread":0.1574411975356229,"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."}}