{"id":"W4230359816","doi":"10.15407/socium2019.03.136","title":"Digest of U-Report surveys: 3rd quarter of 2019","year":2019,"lang":"en","type":"article","venue":"Ukrainian society","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radicalization; Quarter (Canadian coin); Face (sociological concept); Psychology; Medical education; Political science; Medicine; Sociology; Terrorism; Social science; Geography; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003162935,0.0001003406,0.00027315,0.00002807136,0.0001368433,0.0000175734,0.0002518965,0.0001695401,0.001572316],"category_scores_gemma":[0.0001417485,0.0001022698,0.0002417772,0.0003796599,0.000365028,0.0001277664,0.00003048535,0.0001142155,0.00009633673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007499546,"about_ca_system_score_gemma":0.000690492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395533,"about_ca_topic_score_gemma":0.000191194,"domain_scores_codex":[0.9983332,0.0002778365,0.000422213,0.0001973594,0.0005051732,0.0002642462],"domain_scores_gemma":[0.9987945,0.0002600544,0.000301572,0.000244954,0.0003015601,0.00009738869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003016394,0.0001679457,0.1959545,0.00005082955,0.0001153486,8.426401e-7,0.7828795,9.328155e-7,0.0005584352,0.006616603,0.01255939,0.001092653],"study_design_scores_gemma":[0.0005528698,0.00005805575,0.3396086,0.0000575996,0.00002343533,0.000001141853,0.08357507,0.000003381123,0.0002798017,0.000334754,0.5751846,0.0003207498],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7722774,0.00005930423,0.00001683684,0.00249598,0.0009585944,0.0002862777,0.00001991908,0.00004006295,0.2238457],"genre_scores_gemma":[0.9798835,0.0001247214,0.0006989385,0.0002572216,0.0001571887,0.000005445022,0.00003599468,0.00001112823,0.01882588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6993045,"threshold_uncertainty_score":0.9993404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821147017731484,"score_gpt":0.317657675231831,"score_spread":0.2994462050545161,"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."}}