{"id":"W2726008560","doi":"","title":"Teacher Labor Market Conditions in Canada: Balancing Demand and Supply.","year":2002,"lang":"en","type":"article","venue":"School business affairs","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Supply and demand; Labour economics; Business; Economics; Industrial organization; Microeconomics","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":[],"category_scores_codex":[0.0002695155,0.00007312177,0.00009859869,0.00006083423,0.0002900524,0.00008220265,0.00009351519,0.00004111462,0.007201908],"category_scores_gemma":[0.0007789666,0.0000733753,0.000009260693,0.0004322022,0.00008384645,0.0004164243,0.00001819271,0.0001380786,0.00002686582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002625969,"about_ca_system_score_gemma":0.0009202501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9184487,"about_ca_topic_score_gemma":0.9804372,"domain_scores_codex":[0.9991935,0.0001137571,0.0001259925,0.000129274,0.0001997858,0.0002376883],"domain_scores_gemma":[0.9993959,0.0002382947,0.00005615909,0.0000836201,0.00009562259,0.0001304039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003901165,0.00003784869,0.7617282,0.00001909051,0.0000088755,0.000007380844,0.003108901,0.00003150167,0.00001367042,0.003743387,0.230982,0.0003152663],"study_design_scores_gemma":[0.0001350515,0.000001614654,0.8671632,0.00003040166,0.000007500053,0.000002074044,0.03105398,0.00008156883,0.000001147345,0.0003525362,0.101063,0.0001079716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7586486,0.001269384,0.000001668484,0.0713745,0.0004041822,0.0001607366,0.00003870448,0.00002138427,0.1680808],"genre_scores_gemma":[0.992256,0.0007597413,0.000044931,0.0004379059,0.0002763832,0.00001862608,0.000005204263,0.000006714554,0.00619451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2336074,"threshold_uncertainty_score":0.9937056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136745933558436,"score_gpt":0.2715514862032107,"score_spread":0.2578768928473671,"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."}}