{"id":"W4236509106","doi":"10.1111/soin.12202","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Sociological Inquiry","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Citation; Computer science; Sociology; World Wide Web; Library science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006452903,0.000222019,0.000383128,0.00006238348,0.0009354851,0.000143399,0.0003651997,0.001018842,0.02403351],"category_scores_gemma":[0.0006896743,0.0001685015,0.0001725754,0.0001410687,0.002732861,0.0002969761,0.0001572609,0.0003887526,0.1610764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031404,"about_ca_system_score_gemma":0.0002311016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003287358,"about_ca_topic_score_gemma":0.00005035128,"domain_scores_codex":[0.9982059,0.0003849082,0.0003235807,0.0002005306,0.0003548202,0.0005302518],"domain_scores_gemma":[0.9990078,0.0002566433,0.0002101394,0.0001819797,0.0001912516,0.0001522293],"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":[0.000008089242,0.00001497452,0.00006082894,0.0000163034,0.00002953915,4.233611e-7,0.07564952,4.104535e-7,4.659213e-7,0.001067922,0.919804,0.003347516],"study_design_scores_gemma":[0.0000913087,0.0001120284,0.0006329698,0.00002561167,0.00001428083,1.648831e-7,0.03284301,1.854587e-7,0.000001677874,0.001695246,0.964355,0.0002285359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007305324,0.001487006,0.0001450061,0.002576939,0.01137708,0.0002920088,0.00005836412,0.0001055007,0.9766527],"genre_scores_gemma":[0.114926,0.006819029,0.0002151832,0.01514742,0.03528874,0.0001002661,0.0007159117,0.00002396881,0.8267635],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1498893,"threshold_uncertainty_score":0.9999811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110029279741342,"score_gpt":0.4073944699924679,"score_spread":0.2973651902511259,"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."}}