{"id":"W7133377938","doi":"","title":"Community-Based Adult Learning Research in Australia and Canada: A Review Essay","year":2016,"lang":"en","type":"article","venue":"RUNE (Research UNE)","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institution; Field (mathematics); Work (physics); Reflection (computer programming); Adult Learning","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":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03532591,0.0001237898,0.0002466671,0.0003123728,0.003290516,0.0001079489,0.001013002,0.0001017809,0.0002991689],"category_scores_gemma":[0.00370067,0.00010028,0.00003221826,0.001629865,0.0007724612,0.0001484676,0.0004099607,0.003618044,0.00009037549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009820493,"about_ca_system_score_gemma":0.002316187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921769,"about_ca_topic_score_gemma":0.9880682,"domain_scores_codex":[0.9698725,0.02658537,0.0002677453,0.0002379925,0.001873388,0.001163003],"domain_scores_gemma":[0.993023,0.00517067,0.00004922666,0.0005725069,0.0008637288,0.0003208685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004084062,0.001705578,0.2689075,0.008351004,0.0001948818,0.0004750437,0.09176102,0.0001096363,0.001859158,0.1581947,0.2344218,0.2336113],"study_design_scores_gemma":[0.0009987978,0.0002423232,0.01766417,0.006652846,0.000007046677,9.020318e-7,0.03123239,0.00002727302,0.0000871611,0.001552311,0.9412404,0.0002943971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7924864,0.001713721,0.00001337287,0.1687922,0.000098434,0.0009523475,0.000006337831,0.00009140512,0.03584585],"genre_scores_gemma":[0.9850054,0.004359782,0.00005466797,0.0005192192,0.00005849529,0.00009550356,0.000008399098,0.0000184544,0.009880124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7068186,"threshold_uncertainty_score":0.9986807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3265317481479639,"score_gpt":0.4857484796715795,"score_spread":0.1592167315236155,"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."}}