{"id":"W4239747304","doi":"10.21201/2021.7253","title":"Enhancing Livelihoods Fund: Final report","year":2021,"lang":"en","type":"report","venue":"","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Business; General partnership; Agriculture; Stakeholder; Economic growth; Population; Quarter (Canadian coin); Value (mathematics); Geography; Finance; Political science; Economics; Public relations","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":["insufficient_payload"],"category_scores_codex":[0.001689727,0.0003476937,0.0005418463,0.000368528,0.0002132001,0.0005527954,0.0002163429,0.0003265757,0.01371293],"category_scores_gemma":[0.0003806508,0.0003495997,0.0001990443,0.0003225921,0.00002812858,0.0004232777,0.0003506069,0.0003878746,0.001553813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003873512,"about_ca_system_score_gemma":0.001739558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009803189,"about_ca_topic_score_gemma":0.0004370656,"domain_scores_codex":[0.997283,0.000005098293,0.001089244,0.0006077813,0.0006504283,0.0003644339],"domain_scores_gemma":[0.9971772,0.00002199875,0.0009009117,0.0004165656,0.001471183,0.00001211497],"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":[0.000004883904,0.00008816045,0.005180025,0.001042697,0.0002679486,0.001383972,0.00005620293,0.000002100385,0.00004721185,0.01083446,0.9643847,0.0167076],"study_design_scores_gemma":[0.000147738,0.00000119976,0.003947692,0.0001531677,0.00004724256,0.0001119481,0.0002999526,0.00001550826,0.00004350239,0.0002306956,0.9945211,0.0004802126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004022648,0.0001305091,0.001060163,0.000901969,0.006769004,0.0002054858,0.000001683887,0.0002165412,0.986692],"genre_scores_gemma":[0.03202391,0.000187929,0.003005872,0.01005169,0.01442583,0.00008741601,0.002434552,0.0001437138,0.9376391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0490529,"threshold_uncertainty_score":0.9998956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08728492372669917,"score_gpt":0.3013346624234106,"score_spread":0.2140497386967114,"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."}}