{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.104925,0.0001193487,0.0003352837,0.00002778892,0.004876449,0.0001379368,0.00107245,0.00007980013,0.00009927632],"category_scores_gemma":[0.3554818,0.0001273706,0.0001349691,0.00005782033,0.0004352257,0.0001834759,0.000223725,0.000157121,0.000001232586],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00026051,"about_ca_system_score_gemma":0.01153799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9297599,"about_ca_topic_score_gemma":0.9831508,"domain_scores_codex":[0.9901411,0.007719666,0.0009563625,0.0002978283,0.0003888655,0.0004961608],"domain_scores_gemma":[0.9873145,0.006881648,0.002047596,0.00281436,0.0004212673,0.0005206506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007338123,0.00007825883,0.8853065,0.00004094421,0.0001397354,0.005924669,0.0004190223,0.00001731018,0.00004949333,0.002221995,0.09597092,0.009097314],"study_design_scores_gemma":[0.0001256914,0.000003557952,0.5055646,0.00001824233,0.00002460585,0.0000133675,0.0003591162,0.00001455057,0.00001887852,0.0005370093,0.4931899,0.0001304945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7854964,0.001654271,0.002918776,0.01536777,0.003201394,0.001290314,0.0001540325,0.0001894889,0.1897276],"genre_scores_gemma":[0.9688711,0.00006934681,0.002568787,0.0003275649,0.000158722,0.0001016223,0.00006408431,0.00002043704,0.0278184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.397219,"threshold_uncertainty_score":0.9964191,"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."}}