{"id":"W2767649253","doi":"","title":"Membership Has its Rewards","year":2018,"lang":"en","type":"article","venue":"","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Computer science; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008035311,0.0009775548,0.001596321,0.002397203,0.008879388,0.02454832,0.001509265,0.008849078,0.1871127],"category_scores_gemma":[0.0387287,0.0006469174,0.0007092158,0.001606985,0.003030195,0.005004817,0.008382629,0.01097854,0.220638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003220619,"about_ca_system_score_gemma":0.01341193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003895633,"about_ca_topic_score_gemma":0.01278169,"domain_scores_codex":[0.9900034,0.001622512,0.0003108525,0.0008879644,0.004679049,0.002496153],"domain_scores_gemma":[0.9197825,0.003611745,0.001779459,0.005281029,0.02446983,0.04507551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004509322,0.0000909927,0.0006028621,0.0000254604,0.000006820756,0.00003558581,0.0001118424,0.00003445071,0.000123825,0.01201268,0.9607548,0.0261555],"study_design_scores_gemma":[0.00002738697,0.00004821355,0.002055964,0.00004844936,0.000007032396,0.00005316709,0.0003561214,0.0001583985,0.0001007364,0.004197801,0.9929228,0.00002387703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004529123,0.001449549,0.001531292,0.1088988,0.07003178,0.0002039526,0.0009972076,0.0009886861,0.8113697],"genre_scores_gemma":[0.01435873,0.0002408988,0.000389154,0.00664888,0.004610431,0.00009632981,0.0003532528,0.0002946326,0.9730076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1871127,"threshold_uncertainty_score":0.6259545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350921256279407,"score_gpt":0.3694284261579177,"score_spread":0.2343363005299769,"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."}}