{"id":"W2162076507","doi":"10.1177/0899764008319624","title":"An Untapped Resource","year":2008,"lang":"en","type":"article","venue":"Nonprofit and Voluntary Sector Quarterly","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Club; Positive Youth Development; Perception; Psychology; Resource (disambiguation); Youth studies; Developmental psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003958348,0.000261254,0.0002978565,0.0001467859,0.001364015,0.00009849841,0.000357611,0.0002016898,0.0006339948],"category_scores_gemma":[0.00001610809,0.0002668863,0.00009268155,0.0003278254,0.0004715323,0.0007410386,0.00001654544,0.0002947539,0.00008753829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009129073,"about_ca_system_score_gemma":0.0001429704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01815129,"about_ca_topic_score_gemma":0.007633394,"domain_scores_codex":[0.9977451,0.0002570073,0.0002970861,0.0005389031,0.0004735732,0.0006883132],"domain_scores_gemma":[0.9988943,0.00009436462,0.00008177107,0.0003809657,0.00007703809,0.0004715558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002272457,0.0001993922,0.8246104,0.00005267615,0.0000709259,0.000156428,0.1356325,0.000001843016,0.009733829,0.005245082,0.004443723,0.01962607],"study_design_scores_gemma":[0.001810457,0.002265658,0.7860638,0.00006533014,0.00006297178,0.00009933082,0.03418582,0.0004935656,0.0005424132,0.001189412,0.171803,0.001418229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868998,0.0002994732,0.0002132084,0.0002815735,0.0004209634,0.00034781,0.00001726035,0.0003629813,0.01115693],"genre_scores_gemma":[0.9956743,0.00003915229,0.0004985084,0.0003925798,0.001383435,0.00002556788,0.00003134647,0.00004226012,0.001912894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1673592,"threshold_uncertainty_score":0.9999784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02834184098112194,"score_gpt":0.2829334475932788,"score_spread":0.2545916066121569,"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."}}