{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.02032757,0.001026869,0.002315572,0.0007665846,0.007646554,0.01470586,0.01552529,0.0006923709,0.02265934],"category_scores_gemma":[0.009477274,0.0009996279,0.001155463,0.0006634855,0.005497369,0.006254761,0.00391723,0.001853033,0.0006246894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089648,"about_ca_system_score_gemma":0.003289813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03474798,"about_ca_topic_score_gemma":0.00689495,"domain_scores_codex":[0.9859296,0.002977366,0.002580733,0.001788953,0.004574073,0.002149294],"domain_scores_gemma":[0.9877269,0.001574036,0.005467329,0.001939018,0.001650384,0.001642278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004827453,0.000940482,0.3647788,0.00009861795,0.0008582043,0.00009339547,0.006781545,0.00005322496,0.01303516,0.0003109169,0.5999827,0.01258408],"study_design_scores_gemma":[0.001773906,0.00006386299,0.6443813,0.001378366,0.0002749338,0.000008177455,0.003458569,0.0001648996,0.002129403,0.01181194,0.3332408,0.001313734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8559455,0.07632558,0.0002881985,0.03699264,0.01204127,0.001737439,0.0004233001,0.0001220701,0.01612405],"genre_scores_gemma":[0.9592597,0.02530951,0.0003595362,0.004684301,0.001995803,0.0001061697,0.00002272426,0.0001215264,0.00814076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2796025,"threshold_uncertainty_score":0.9992454,"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."}}