{"id":"W2022933498","doi":"","title":"Emerging Strategies Against Poverty: The Road Less Traveled","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Poverty; Face (sociological concept); Recession; Globalization; Development economics; Political science; Economic growth; Economic mobility; Geography; Economic geography; Economy; Sociology; Economics; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007162502,0.0002066621,0.0001442394,0.00004332753,0.0009744997,0.0000623026,0.0004811759,0.000057949,0.0003512567],"category_scores_gemma":[0.00001465302,0.0001427702,0.0001046214,0.0002446115,0.0002190374,0.0005023327,0.000129513,0.001073191,0.0002702696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685078,"about_ca_system_score_gemma":0.0004537662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004267456,"about_ca_topic_score_gemma":0.0004948532,"domain_scores_codex":[0.9967638,0.00007483047,0.0002564217,0.0002186804,0.0004482889,0.00223797],"domain_scores_gemma":[0.9995862,0.00001787732,0.0001133218,0.0001832727,0.000004591711,0.00009476901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002882754,0.000550224,0.1294613,0.00001572435,0.0006481778,0.0003386454,0.01576286,0.01831061,0.01157334,0.03382546,0.02105013,0.7681752],"study_design_scores_gemma":[0.003846549,0.0005434147,0.5117126,0.00003054898,0.00009443848,0.004659445,0.1865466,0.001579014,0.001189884,0.1798368,0.1079343,0.002026451],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720106,0.0004291844,0.0005994036,0.001761833,0.000100144,0.0001268277,4.938364e-7,0.0000297845,0.02494169],"genre_scores_gemma":[0.9866952,0.004673949,0.00003589507,0.0009543629,0.0001452924,0.000008020814,0.000002933753,0.00002491526,0.007459417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7661487,"threshold_uncertainty_score":0.7495162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008278838700169627,"score_gpt":0.2127827574382363,"score_spread":0.2045039187380667,"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."}}