{"id":"W6960835485","doi":"10.1371/journal.pone.0290114.s002","title":"Demographic questionnaire.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Cassava research and cyanide","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Agriculture; Sustainable agriculture; Variety (cybernetics); Curriculum; Sustainable development; Public policy; Public opinion","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00162392,0.0009398896,0.0009945935,0.001553526,0.001311703,0.001124152,0.001179514,0.001158427,0.3360734],"category_scores_gemma":[0.003785152,0.0005415151,0.0003636135,0.001592856,0.0002761916,0.001210429,0.001125426,0.00194322,0.1307045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002017456,"about_ca_system_score_gemma":0.003806206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02168512,"about_ca_topic_score_gemma":0.03163634,"domain_scores_codex":[0.9992921,0.0001103482,0.00009526929,0.0001262725,0.0002024922,0.0001733502],"domain_scores_gemma":[0.9981647,0.0002473852,0.0001187888,0.0001111473,0.001102361,0.0002556634],"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":[0.0003435548,0.0009775682,0.01394956,0.0009951862,0.00001124526,0.0003117272,0.002241913,0.0001650263,0.0005427548,0.00228404,0.8826976,0.09547982],"study_design_scores_gemma":[0.0002400492,0.0005145011,0.05126271,0.0007506608,0.00001721286,0.0003617852,0.004614117,0.0004079719,0.0003451947,0.00112115,0.9403037,0.00006104857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.05591,0.001216187,0.00308384,0.004496474,0.001531495,0.04130518,0.515545,0.001012079,0.3758997],"genre_scores_gemma":[0.0806844,0.004997566,0.01459086,0.01028493,0.0004889868,0.1309307,0.2192028,0.0003774797,0.5384424],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3360734,"threshold_uncertainty_score":0.9470107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05671636241105937,"score_gpt":0.2627447088775517,"score_spread":0.2060283464664924,"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."}}