{"id":"W4411617332","doi":"10.51847/24gabbv","title":"10.51847/24GABBv","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Locust; Biomass (ecology); Pozzolan; Agriculture; Point of delivery; Agricultural waste; Agronomy; Environmental science; Waste management; Agroforestry; Materials science; Engineering; Botany; Biology; Ecology; Cement; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004842727,0.001488392,0.0007422736,0.00230473,0.001332688,0.003193785,0.001319077,0.002874739,0.9720675],"category_scores_gemma":[0.0008814013,0.0004598851,0.0006256773,0.001856255,0.0008366765,0.001698522,0.002142326,0.001235829,0.9804267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009929521,"about_ca_system_score_gemma":0.0005057566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002638582,"about_ca_topic_score_gemma":0.001795083,"domain_scores_codex":[0.999645,0.00002812816,0.00002127372,0.0001286395,0.0001059584,0.0000709739],"domain_scores_gemma":[0.9991265,0.0001327716,0.00003568717,0.000196005,0.0002769542,0.0002321306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002537998,0.0002040455,0.0007503132,0.0002537813,0.00002178857,0.0002373146,0.00009246598,0.0004018505,0.005162333,0.005158762,0.3225233,0.6649402],"study_design_scores_gemma":[0.00003246175,0.00004767098,0.0007247028,0.0001141486,0.000007569003,0.0002095426,0.00006953791,0.0002271264,0.0007584321,0.0008593872,0.9969352,0.00001417082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001376653,0.0005521338,0.00194745,0.0006253378,0.0007407393,0.0001101799,0.00163977,0.00291718,0.9900905],"genre_scores_gemma":[0.002359691,0.0001620308,0.000671459,0.0002697417,0.00006041131,0.00004401816,0.0008871017,0.0002909244,0.9952548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02793252,"threshold_uncertainty_score":0.03984225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009121788076688297,"score_gpt":0.1815067545465583,"score_spread":0.1723849664698701,"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."}}