{"id":"W2890656228","doi":"","title":"Extended Mass Layoffs","year":2007,"lang":"en","type":"article","venue":"Economic Trends","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Layoff; Quarter (Canadian coin); Unemployment; Government (linguistics); Demographic economics; Labour economics; Economics; Business; Geography; Economic growth","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005031952,0.0001144205,0.0001885546,0.0001332343,0.0004002767,0.000004007162,0.000110747,0.0000917691,0.005071728],"category_scores_gemma":[0.00001025301,0.0001037699,0.00006453269,0.00005262521,0.00003455784,0.00007403948,0.00004389752,0.0001960966,0.002386577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001898995,"about_ca_system_score_gemma":0.00003486371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001688977,"about_ca_topic_score_gemma":0.00103352,"domain_scores_codex":[0.998888,0.00004075504,0.0003640633,0.0001993566,0.00004099575,0.0004669019],"domain_scores_gemma":[0.9994146,0.0001729995,0.0001074605,0.0002054984,0.00001260374,0.00008679469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001045615,0.00003802177,0.5452161,0.00002770089,0.0001284197,0.00001405175,0.003207456,0.000002770847,0.0001815996,0.04164094,0.309199,0.1002393],"study_design_scores_gemma":[0.0006330552,0.00002943525,0.5077443,0.00001137965,0.00001029318,3.622021e-7,0.0008486345,0.000007439939,0.00005294062,0.001242057,0.4892935,0.0001266714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2799249,0.0001420311,0.00007349133,0.003283206,0.001824394,0.00007473183,0.00001787014,0.0001667355,0.7144926],"genre_scores_gemma":[0.8778172,0.00002520645,0.0001178078,0.0005781334,0.0008370166,0.00002087046,0.00001682041,0.00001982131,0.1205672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5978922,"threshold_uncertainty_score":0.9983902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04694157142132214,"score_gpt":0.4068287558790811,"score_spread":0.359887184457759,"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."}}