{"id":"W6963086733","doi":"10.17605/osf.io/f2pj6","title":"iCARE - Sampling-Based Differences in the Canadian Samples","year":2021,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snowball sampling; Sample (material); Population; Pandemic; Upload; Sampling (signal processing); Polling","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":["metaresearch","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.04314803,0.0002126758,0.0003967172,0.0005058501,0.001909223,0.001411656,0.006955214,0.0007153646,0.01096672],"category_scores_gemma":[0.04737425,0.0001575259,0.00006477154,0.003095891,0.00335722,0.0001078978,0.0002269316,0.0008388129,0.00005670269],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002532063,"about_ca_system_score_gemma":0.01154054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8133323,"about_ca_topic_score_gemma":0.9870031,"domain_scores_codex":[0.9877272,0.009509779,0.0002064394,0.0007623591,0.0009178572,0.0008764295],"domain_scores_gemma":[0.9852951,0.01317011,0.000155593,0.0009632668,0.0001007227,0.0003151683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003680822,0.0003067691,0.4262964,0.00005998051,0.00006612085,0.0003710316,0.0692285,0.00001488172,0.00001788029,0.2986503,0.1751516,0.02946853],"study_design_scores_gemma":[0.00007299214,0.00001834412,0.1464482,0.0004908747,0.000008184189,8.171304e-7,0.006664192,0.000002242247,0.000003556474,0.005840069,0.8401279,0.0003226738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002227183,0.001208217,0.0009395173,0.01087287,0.002406893,0.001172242,0.00009714321,0.00004584039,0.9810301],"genre_scores_gemma":[0.5047097,0.0004340201,0.1743555,0.02128056,0.001958798,0.000534729,0.0001060794,0.0002982965,0.2963223],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6847078,"threshold_uncertainty_score":0.999625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.469390946165557,"score_gpt":0.5128754150981023,"score_spread":0.04348446893254532,"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."}}