{"id":"W2073927546","doi":"10.3102/0091732x030001239","title":"Chapter 7: Engaging Young People: Learning in Informal Contexts","year":2006,"lang":"en","type":"article","venue":"Review of Research in Education","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Informal learning; Psychology; Pedagogy; Adult Learning; Sociology; Mathematics education; Adult education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006138204,0.00005175197,0.0001479486,0.0002630481,0.000183021,0.00003184951,0.0001684062,0.00004915095,0.0001348468],"category_scores_gemma":[0.00112461,0.00005434049,0.00004021702,0.001026526,0.0001404025,0.0002828785,0.00002560305,0.000412429,0.00002600753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002301324,"about_ca_system_score_gemma":0.001049459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104637,"about_ca_topic_score_gemma":0.01131038,"domain_scores_codex":[0.9981892,0.0005617634,0.0003376802,0.0001168284,0.0005078834,0.0002866082],"domain_scores_gemma":[0.9992151,0.0002291789,0.00008954376,0.0001037474,0.0003098148,0.00005267727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003293147,0.0002514946,0.6161067,0.002433972,0.000002065251,2.993685e-7,0.03578127,0.00001470973,0.00001206375,0.2207774,0.000686707,0.12393],"study_design_scores_gemma":[0.0002265441,0.00002886702,0.7976779,0.01031212,0.000004217762,0.000001740711,0.05039064,0.0001675818,0.000005957252,0.002737253,0.1382468,0.0002003504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5763395,0.03821119,0.00001153023,0.01052979,0.0006495378,0.001175376,0.000001215134,0.00002861007,0.3730532],"genre_scores_gemma":[0.9486077,0.048994,0.0001041349,0.000074826,0.0001335057,0.00006316491,0.0000200055,0.000005032634,0.001997565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3722682,"threshold_uncertainty_score":0.9955391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0470585493869564,"score_gpt":0.4565315847435893,"score_spread":0.4094730353566329,"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."}}