{"id":"W7887501","doi":"10.1007/bf00235498","title":"Implementation of the Canadian Language Benchmarks in Manitoba: 1996 to the present.","year":2007,"lang":"en","type":"article","venue":"Anatomy and Embryology","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Immigration; Population; Government (linguistics); Official language; Geography; Library science; Political science; Computer science; Sociology; Linguistics; Demography; Archaeology","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":[0.00056131,0.00002872716,0.00004161701,0.00006943783,0.0001809475,0.000007107285,0.0001195933,0.00004257192,0.0001590582],"category_scores_gemma":[0.00005750835,0.00001919478,0.00001209523,0.0002019538,0.00009319993,0.00002158913,0.0000164273,0.00006276494,0.000002738992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004390326,"about_ca_system_score_gemma":0.0002586278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9701899,"about_ca_topic_score_gemma":0.9993473,"domain_scores_codex":[0.9995149,0.00009067953,0.00009216088,0.00006115776,0.00006239508,0.0001786656],"domain_scores_gemma":[0.9997357,0.00007315481,0.00002562038,0.00007395777,0.00002014209,0.00007140861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006495927,0.00001624316,0.5294003,0.000005601863,0.000009182712,0.000003174818,0.2438172,0.000003087276,0.0000282656,0.07836945,0.01025493,0.1380861],"study_design_scores_gemma":[0.00006806994,0.000005334245,0.5817509,0.00000158472,0.000002029028,5.735654e-7,0.07533,0.000002442602,0.0001180001,0.0001619336,0.3425343,0.00002485407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589744,0.0001457933,7.388047e-7,0.01484409,0.0002245154,0.0001681593,0.000002879681,0.000002970461,0.02563651],"genre_scores_gemma":[0.9976063,0.00002119213,0.00001158867,0.001972389,0.0001304081,0.000003936068,0.000002231687,0.000001785079,0.0002501972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3322794,"threshold_uncertainty_score":0.1741576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656337744855167,"score_gpt":0.4435260526761879,"score_spread":0.4169626752276362,"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."}}