{"id":"W3042583874","doi":"","title":"Abstract for Indicators of Labour Demand | Bulletin – September Quarter 2013","year":2013,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Advertising; Business; Geography","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":[0.0006283574,0.0001606796,0.0003145842,0.0001866869,0.0002130977,0.00004985163,0.0003175288,0.0001732965,0.02435523],"category_scores_gemma":[0.0001866365,0.0001589787,0.0001387798,0.0002492054,0.0002551714,0.00008580679,0.00003680221,0.000127872,0.001225939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002366339,"about_ca_system_score_gemma":0.00006867248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111546,"about_ca_topic_score_gemma":0.0001088794,"domain_scores_codex":[0.9983415,0.00008490508,0.0005365177,0.0002549389,0.0004093092,0.0003728158],"domain_scores_gemma":[0.9986671,0.0002787786,0.0003976106,0.000208438,0.0002732342,0.0001748824],"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":[0.00001792328,0.0001251152,0.002406653,0.00008003823,0.00004083328,4.552799e-7,0.003148911,0.00002657826,0.0004072932,0.002859822,0.990852,0.0000343686],"study_design_scores_gemma":[0.0004510673,0.0000526609,0.01746741,0.00005200478,0.00001654978,4.211781e-7,0.00159743,0.000009288883,0.0004283111,0.0002355989,0.9795071,0.0001821782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1490113,0.0003727809,0.0008956633,0.8080251,0.0006689788,0.002108923,0.0001815993,0.0002293976,0.03850623],"genre_scores_gemma":[0.9964907,0.00004554119,0.0009242222,0.0006954268,0.0001876217,0.00005596642,0.00002649664,0.00002424942,0.001549731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8474795,"threshold_uncertainty_score":0.9995517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443140415344606,"score_gpt":0.2606155964647254,"score_spread":0.2461841923112794,"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."}}