{"id":"W4367856349","doi":"10.56369/tsaes.4583","title":"DETERMINANTS OF PARTICIPATION IN INNOVATION PLATFORMS AND ITS SUSTAINABILITY: A CASE STUDY OF SUB-SAHARAN AFRICA","year":2023,"lang":"en","type":"article","venue":"Tropical and Subtropical Agroecosystems","topic":"ICT Impact and Policies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Marital status; Asset (computer security); Socioeconomic status; Interdependence; Business; Agriculture; Socioeconomics; Economic growth; Economics; Geography; Population; Demography; Sociology; 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":[0.00009831759,0.0001212211,0.0003627428,0.0002445517,0.00003105744,0.00001213789,0.00004313537,0.00008255371,0.000002363616],"category_scores_gemma":[0.0001032706,0.00009457979,0.00001950533,0.0006162084,0.00002987379,0.0001132776,0.00003532767,0.00009784316,0.00000131087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003135879,"about_ca_system_score_gemma":0.00001107239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002251477,"about_ca_topic_score_gemma":0.0009338754,"domain_scores_codex":[0.9989227,0.00003570248,0.0005707063,0.00008809521,0.0001338266,0.0002489825],"domain_scores_gemma":[0.9995967,0.0001166682,0.00005274885,0.000100222,0.00007293154,0.00006071484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007585602,0.0002391982,0.976842,0.001325575,0.00002674434,0.0001644411,0.0115866,0.0002441609,0.002429401,0.0009191652,0.00003281125,0.006114031],"study_design_scores_gemma":[0.001234984,0.000693269,0.9532375,0.00005946323,0.00002130746,0.00006751747,0.004808697,0.03712411,0.002113109,0.0004250121,0.00005370289,0.0001612985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992318,0.0001609441,0.00001626663,0.00001508919,0.00006309328,0.000435677,0.000007869683,0.00005556397,0.00001365226],"genre_scores_gemma":[0.9998595,0.00004333378,0.000001426484,0.000001749892,0.00002879419,0.00004107117,0.000001858298,0.00001024568,0.00001198727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03687995,"threshold_uncertainty_score":0.3856852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962391914046794,"score_gpt":0.2880191636136302,"score_spread":0.2583952444731622,"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."}}