{"id":"W4400524875","doi":"10.56105/cjsae.v33i2.5659","title":"Adult Education and Lifelong Learning in Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Lifelong learning; Adult education; Adult Learning; Pedagogy; Political science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003955262,0.00006317105,0.0001050435,0.0001238541,0.001036503,0.0001079127,0.0001327601,0.00002890265,0.00004821547],"category_scores_gemma":[0.001325022,0.00005751307,0.00002221977,0.0003219898,0.00003823516,0.0001199393,0.000003697507,0.0001642728,7.873605e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007367053,"about_ca_system_score_gemma":0.0712314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966244,"about_ca_topic_score_gemma":0.9997987,"domain_scores_codex":[0.9990488,0.0002161403,0.000265516,0.000105564,0.0001538142,0.0002101324],"domain_scores_gemma":[0.9982184,0.0001767184,0.0001721417,0.00009686586,0.001019102,0.0003168043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003251104,0.0001130357,0.6684275,0.00002203275,0.00002593127,6.678306e-7,0.2393353,0.00004330855,0.000003882511,0.007728845,0.01855122,0.06574501],"study_design_scores_gemma":[0.0001389504,0.00002306645,0.1694643,0.00006663767,0.00001471169,0.00001070946,0.7680964,0.000006377503,0.000005131485,0.0002942794,0.06181546,0.00006389986],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772733,0.0007290295,0.000003068055,0.01644178,0.003338085,0.0003513025,0.000003119547,0.000001709962,0.001858534],"genre_scores_gemma":[0.9952179,0.0001071837,0.00003709189,0.000573398,0.0008499516,0.00004857968,0.000003863901,0.000007329459,0.003154692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5287611,"threshold_uncertainty_score":0.9340339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824553139153738,"score_gpt":0.3269231817948855,"score_spread":0.3086776504033481,"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."}}