{"id":"W7113190484","doi":"","title":"QLFS","year":2008,"lang":"","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Sample (material); Unemployment; Survey data collection; Data collection; Work (physics); Longitudinal study; Survey methodology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002580007,0.0006672317,0.0008174158,0.002092032,0.002828304,0.004948394,0.002441192,0.001991837,0.7417619],"category_scores_gemma":[0.01028301,0.000627136,0.0006974523,0.002610735,0.0006516103,0.002277959,0.003399057,0.002011296,0.5024056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005282837,"about_ca_system_score_gemma":0.01145891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04675898,"about_ca_topic_score_gemma":0.04737876,"domain_scores_codex":[0.9974157,0.0004540171,0.0001527603,0.0005506334,0.0009519865,0.0004748928],"domain_scores_gemma":[0.9946413,0.0004845686,0.000154079,0.0006179358,0.003205461,0.0008967578],"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":[0.00007053274,0.00002682946,0.0006492643,0.0001479549,0.000005583988,0.00007542289,0.000132152,0.0000483915,0.0001180416,0.006587838,0.9304777,0.0616604],"study_design_scores_gemma":[0.0000133952,0.0000100002,0.0008099283,0.00007826772,0.000001969954,0.00004104368,0.0001071815,0.00003424703,0.00004099365,0.0006747061,0.9981834,0.000004717839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002304248,0.001391472,0.003256527,0.01150178,0.003429163,0.0007560703,0.08616675,0.003313828,0.8878802],"genre_scores_gemma":[0.01206758,0.001379925,0.003186488,0.00596685,0.0005188753,0.0008989574,0.0581596,0.002181896,0.9156399],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2582381,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07311101361767339,"score_gpt":0.3369253585174072,"score_spread":0.2638143448997339,"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."}}