{"id":"W773831766","doi":"10.26686/lew.v0i0.1040","title":"Employment Dynamics in Regional Labour Markets: An Application of Gross Flows Analysis","year":2000,"lang":"en","type":"article","venue":"Labour Employment and Work in New Zealand","topic":"New Zealand Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Geographical Society","keywords":"Unemployment; Quarter (Canadian coin); Economics; Labour economics; Demographic economics; Labour supply; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002179117,0.0003234701,0.0005863589,0.002966685,0.000426889,0.001294361,0.0005190814,0.0003328187,0.002652434],"category_scores_gemma":[0.009023349,0.0002462237,0.001207596,0.003128589,0.0004403107,0.000984768,0.001232064,0.0005352614,0.0003499734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198297,"about_ca_system_score_gemma":0.0008559084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1236837,"about_ca_topic_score_gemma":0.04799382,"domain_scores_codex":[0.99922,0.0003873515,0.00004411328,0.0001535124,0.0001040053,0.00009107948],"domain_scores_gemma":[0.9973182,0.001274652,0.0008549225,0.000206023,0.0002338347,0.0001123822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003082816,0.00009349848,0.6832334,0.0001823003,0.0006981378,0.0005604487,0.00317525,0.2047943,0.0007555062,0.03350958,0.003366623,0.0693226],"study_design_scores_gemma":[0.00004434819,0.0001411743,0.4488547,0.00007091715,0.000227602,0.000208103,0.002279506,0.5092247,0.0006731086,0.02688829,0.01129958,0.00008797865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8925344,0.000841636,0.09373202,0.0005288179,0.00003148732,0.0002374586,0.005213982,0.0004040047,0.006476201],"genre_scores_gemma":[0.9753078,0.000307125,0.02136801,0.00001889579,0.00002020654,0.00007641826,0.001564055,0.00004354921,0.001293906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1236837,"threshold_uncertainty_score":0.2459276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539261157413923,"score_gpt":0.2293027874455837,"score_spread":0.2139101758714444,"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."}}