{"id":"W3217113373","doi":"10.15407/socium2021.03.152","title":"Digest of U-Report surveys: 3rd quarter of 2021 (ecology and use of plastic bags; volunteering; conflicts in social media)","year":2021,"lang":"en","type":"article","venue":"Ukrainian society","topic":"Social and Behavioral Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Plastic bag; Social media; Geography; Ecology; Political science; Engineering; Biology; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009565782,0.0001152087,0.0005237983,0.00002622341,0.0001665202,0.00001370784,0.00009577408,0.000233848,0.0001332074],"category_scores_gemma":[0.001119691,0.0001203174,0.0002185628,0.0004178167,0.001242066,0.000104947,0.00009450358,0.0001398517,9.853738e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005316954,"about_ca_system_score_gemma":0.0002502404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002956164,"about_ca_topic_score_gemma":0.01605817,"domain_scores_codex":[0.9983349,0.000330055,0.0004813301,0.000224506,0.0003470425,0.0002820993],"domain_scores_gemma":[0.9980306,0.001202949,0.0002726519,0.00008974009,0.0003412324,0.00006279655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006835008,0.0001583638,0.6668147,0.00003857797,0.00006760559,0.00001821154,0.3302661,4.704314e-7,0.001155236,0.0002507842,0.0003240758,0.0008989719],"study_design_scores_gemma":[0.000416948,0.00003807784,0.9521446,0.00002847107,0.00004368313,9.851705e-7,0.03999643,0.000001784393,0.0002343505,0.00004964477,0.006924801,0.0001201771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981664,0.0001309181,0.000003019703,0.0004115174,0.0003564736,0.000102158,0.00007165928,0.000008986602,0.0007488884],"genre_scores_gemma":[0.9992812,0.000223568,0.0001174473,0.00002587783,0.0001739393,0.000008469142,0.00001311427,0.000008083482,0.0001482604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2902697,"threshold_uncertainty_score":0.8960833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07795940716657436,"score_gpt":0.3228111553474572,"score_spread":0.2448517481808828,"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."}}