{"id":"W82417589","doi":"","title":"The First Five Years: A Follow-Up Study of a Rural Teacher Cohort.","year":2000,"lang":"en","type":"article","venue":"","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Certification; Government (linguistics); Cohort; Teacher preparation; Teacher education; Rural area; Pedagogy; Alternative teacher certification; Sociology; Psychology; Medical education; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001643921,0.0003705017,0.0006929454,0.001646235,0.00312865,0.001825841,0.0009177217,0.0009786697,0.00261162],"category_scores_gemma":[0.003721585,0.0006812493,0.0008165929,0.001724461,0.0004139943,0.001667803,0.001314718,0.001929325,0.001808498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168007,"about_ca_system_score_gemma":0.002384196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1683375,"about_ca_topic_score_gemma":0.2049562,"domain_scores_codex":[0.9991919,0.00009571123,0.00005736234,0.0001430475,0.0002190233,0.0002928124],"domain_scores_gemma":[0.9972298,0.0001905844,0.0006275883,0.0001737513,0.00077305,0.001005253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001761539,0.0005358947,0.9852473,0.00003861228,0.00003317311,0.0006302214,0.008853176,0.00001146353,0.0004022199,0.00004612997,0.0006272277,0.003398503],"study_design_scores_gemma":[0.00002369054,0.0003967663,0.9855803,0.00003900534,0.00002957868,0.0003401638,0.01211112,0.00003997517,0.00007003621,0.00002124749,0.001333087,0.00001507325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982357,0.0002292376,0.00004850395,0.0001068038,0.00001511066,0.00006978025,0.0007409235,0.000004255786,0.0005497128],"genre_scores_gemma":[0.9942104,0.0005441153,0.0001482334,0.0002570231,0.00001452516,0.000182306,0.001207753,0.00001083104,0.003424858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1683375,"threshold_uncertainty_score":0.3347154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234589125790995,"score_gpt":0.341392675499189,"score_spread":0.3179337629200895,"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."}}