{"id":"W775212490","doi":"10.36510/learnland.v5i2.563","title":"Informal Learning and Volunteering: The Case of an Unemployed Certified Teacher in Ontario","year":2012,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Certification; Pedagogy; Teacher education; Professional learning community; Informal learning; Psychology; Medical education; Professional development; Sociology; Political science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007579247,0.0004401089,0.0003176808,0.000579174,0.02602488,0.00205386,0.001511898,0.002589077,0.002392992],"category_scores_gemma":[0.002920316,0.0003943237,0.0003226662,0.0005920852,0.007843735,0.0008782269,0.003772342,0.002880322,0.0003154541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01365545,"about_ca_system_score_gemma":0.01676738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5564606,"about_ca_topic_score_gemma":0.8503025,"domain_scores_codex":[0.9987034,0.0003142003,0.00003095874,0.0000754829,0.0001815748,0.0006944775],"domain_scores_gemma":[0.9974923,0.0003261873,0.0002868691,0.00005506941,0.0001910149,0.001648691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001021845,0.0001754397,0.03123416,0.0001311892,0.00001210705,0.1342789,0.8063916,0.0003365389,0.001669507,0.005040938,0.007085121,0.01354234],"study_design_scores_gemma":[0.00001670686,0.0001384007,0.01957319,0.000189716,0.00001559052,0.02347874,0.9084895,0.0004334298,0.0002758725,0.001005951,0.04634462,0.00003825625],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747744,0.0004812969,0.0005971042,0.009572385,0.0000924254,0.00006582362,0.00003478503,0.00001746637,0.01436433],"genre_scores_gemma":[0.9871005,0.0005581935,0.0004004377,0.001117064,0.00005254002,0.00002270331,0.00002251357,0.00002070979,0.01070541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4435394,"threshold_uncertainty_score":0.8923029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02905976334898445,"score_gpt":0.3211133971204723,"score_spread":0.2920536337714878,"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."}}