{"id":"W2315982264","doi":"10.7788/ijbe.2005.3132.1.183","title":"The 'accidental learning' of volunteers: The case of community-based organizations in Ontario","year":2005,"lang":"en","type":"article","venue":"Internationales Jahrbuch der Erwachsenenbildung","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Accidental; Business; Public relations; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002204,0.0001059181,0.0001308441,0.0001232258,0.00143663,0.00008195334,0.0008892011,0.00006091077,0.0002394577],"category_scores_gemma":[0.0006790723,0.00008056981,0.00007357792,0.0004318382,0.0003527736,0.0001546338,0.0001614766,0.0009348639,0.00001541431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003961815,"about_ca_system_score_gemma":0.0003562147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5259858,"about_ca_topic_score_gemma":0.9622462,"domain_scores_codex":[0.9972901,0.001663219,0.0004018258,0.000085138,0.0003611984,0.0001984804],"domain_scores_gemma":[0.9964749,0.002499403,0.0002193837,0.0003399002,0.0004268409,0.0000395692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008980386,0.001074725,0.4679201,0.0000309823,0.0003038518,0.00002644092,0.348435,0.1057003,0.0003102692,0.05989228,0.001066961,0.01514921],"study_design_scores_gemma":[0.002038142,0.0002033612,0.1614803,0.0003043037,0.0001257186,0.00006581369,0.4230834,0.01097877,0.002003274,0.001386225,0.3978181,0.0005125358],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870129,0.0001651864,0.000422936,0.004644319,0.0001181854,0.0001967828,0.000002768518,0.00003232782,0.007404543],"genre_scores_gemma":[0.9972159,0.0000367127,0.0002511045,0.0002762707,0.00005086096,0.00001859847,0.0000251642,0.00001385416,0.002111543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4362605,"threshold_uncertainty_score":0.9998634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823821129879915,"score_gpt":0.3092088585635532,"score_spread":0.280970647264754,"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."}}