{"id":"W593666294","doi":"10.4324/9780203705933","title":"Community Economic Development and Social Work","year":2014,"lang":"en","type":"book","venue":"","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Community work; Sociology; Engineering; Mechanical engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007501876,0.000318706,0.0008074422,0.0001943001,0.0008916843,0.00007373557,0.0003355124,0.0005528369,0.000723428],"category_scores_gemma":[0.000007374902,0.0003947725,0.000117401,0.00003806537,0.0001173892,0.00008210979,0.0004637129,0.0006429328,0.00468501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005058553,"about_ca_system_score_gemma":0.000120575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009108175,"about_ca_topic_score_gemma":0.0001777293,"domain_scores_codex":[0.998511,0.00001757619,0.0007710634,0.0003825069,0.00002118451,0.0002967243],"domain_scores_gemma":[0.9990618,0.00003848582,0.0005122572,0.0003238443,0.0000134504,0.00005020646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001307182,0.00002673734,0.0004795408,0.0000996974,0.00004201412,0.000001202205,0.001401842,4.817975e-7,3.825253e-7,0.7107016,0.2729487,0.0142847],"study_design_scores_gemma":[0.00022363,0.00002030019,0.001984192,0.00003304726,0.000004293614,0.000001181481,0.0000103997,0.00000369568,0.000009968609,0.05211359,0.9451321,0.0004636157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006685026,0.001501113,0.000956703,0.0003936825,0.0005165891,0.0002045398,0.00008049844,0.00005966892,0.9896022],"genre_scores_gemma":[0.008302056,0.0001346336,0.0008200887,0.0007130375,0.0004282366,0.00001843808,0.0002286205,0.00006781281,0.9892871],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6721833,"threshold_uncertainty_score":0.9998504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04408708666025477,"score_gpt":0.2106596547286717,"score_spread":0.1665725680684169,"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."}}