{"id":"W4415586088","doi":"10.21083/crrf.v31i1.7316","title":"The Work Experience of Teachers in Rural Canada: Examining Labour Market Conditions and Labour Mobility of Teachers in Rural Versus Urban Canada","year":2023,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Rural area; Work (physics); School teachers; Survey data collection; Institution; Work experience","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":[],"consensus_categories":[],"category_scores_codex":[0.0008334209,0.0002636532,0.0003822195,0.00007132653,0.0005488131,0.00009887612,0.0005327685,0.0001599471,0.00008994126],"category_scores_gemma":[0.0007623255,0.000133255,0.00006254169,0.00282778,0.000411412,0.0004404921,0.0001024318,0.0002495677,3.659756e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402813,"about_ca_system_score_gemma":0.001058882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939966,"about_ca_topic_score_gemma":0.9993802,"domain_scores_codex":[0.9976525,0.0001019443,0.0008978864,0.0002646255,0.0005534375,0.0005296065],"domain_scores_gemma":[0.9982536,0.0002896901,0.0007187402,0.00008960661,0.0004336672,0.0002146958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008390316,0.0000223206,0.9801563,0.00009421612,0.00003387318,6.44115e-7,0.003923404,0.00006856315,0.002755351,0.004814461,0.002932648,0.005114329],"study_design_scores_gemma":[0.0003297413,0.0000577224,0.9452435,0.0003500013,0.00002248572,0.000001320594,0.05084491,0.0001068604,0.0001508701,0.0001296062,0.002553948,0.0002090685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953595,0.0002540994,8.14829e-8,0.002741556,0.0003929598,0.0006950712,0.0001560188,0.000007735131,0.0003929257],"genre_scores_gemma":[0.9985591,0.0002976475,0.00000336064,0.00007264005,0.00005829318,0.00004172164,0.00009363421,0.000004469306,0.0008691947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04692151,"threshold_uncertainty_score":0.5433982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01515667826697387,"score_gpt":0.2232166107132867,"score_spread":0.2080599324463128,"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."}}