{"id":"W4234574702","doi":"10.14745/ccdr.v43i09a04","title":"A reporting guide for Surveys","year":2017,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03871385,0.001408379,0.001212143,0.008642944,0.001296098,0.002890368,0.003270319,0.001777578,0.08555254],"category_scores_gemma":[0.1187117,0.001742849,0.0008925807,0.01844868,0.0005874394,0.00275049,0.002241493,0.002961806,0.08051939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00426,"about_ca_system_score_gemma":0.02778438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06398394,"about_ca_topic_score_gemma":0.06293938,"domain_scores_codex":[0.9605374,0.02031024,0.007940807,0.001253634,0.008797606,0.001160255],"domain_scores_gemma":[0.8745977,0.04025914,0.006733492,0.01489248,0.06143779,0.00207934],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003546946,0.00007036818,0.0009016657,0.0007542291,0.00001169747,0.00002246755,0.0001850718,0.0001346313,0.0001840878,0.003932133,0.9067472,0.08702109],"study_design_scores_gemma":[0.00003965481,0.00005547525,0.003233172,0.001001253,0.00001160417,0.00006677644,0.0002877062,0.0002532394,0.0002342522,0.001408533,0.9933782,0.00003002932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.00225919,0.00759072,0.2128134,0.01389666,0.005109471,0.02786931,0.5763877,0.02004143,0.1340321],"genre_scores_gemma":[0.01008695,0.0165002,0.4631878,0.007554565,0.00140768,0.05891411,0.3288879,0.003538542,0.1099222],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9612861,"threshold_uncertainty_score":0.2862018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3675225639059941,"score_gpt":0.5024022322043263,"score_spread":0.1348796682983322,"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."}}