{"id":"W4411659570","doi":"10.51847/4nrvx55","title":"10.51847/4nRvX55","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yield (engineering); Biomass (ecology); Environmental science; Production (economics); Mathematics; Agronomy; Forestry; Geography; Biology; Economics; Physics","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":[0.0007551613,0.001407762,0.0007079918,0.00208124,0.001385985,0.00268106,0.001496772,0.002770395,0.9813138],"category_scores_gemma":[0.001013547,0.0005365965,0.0006794471,0.001923307,0.0008305945,0.001917868,0.00237741,0.00102182,0.9826607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110403,"about_ca_system_score_gemma":0.0005839368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00419681,"about_ca_topic_score_gemma":0.004179131,"domain_scores_codex":[0.9994925,0.00003982009,0.00003813869,0.0001789789,0.0001491814,0.000101368],"domain_scores_gemma":[0.9991772,0.000145342,0.00004084265,0.0001677688,0.0002732105,0.0001955933],"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":[0.0003134413,0.0002569326,0.001638746,0.000358894,0.00002590993,0.0003547681,0.000121347,0.0005255272,0.005392649,0.005539344,0.2768163,0.7086561],"study_design_scores_gemma":[0.00004869233,0.00005862621,0.001206687,0.0001756094,0.0000124899,0.0002706617,0.0001136485,0.0003885751,0.0009477324,0.0007557693,0.9960034,0.00001807704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00136687,0.0002530812,0.001512707,0.0003879072,0.0003477761,0.0001112628,0.001294861,0.001427468,0.9932982],"genre_scores_gemma":[0.002553494,0.0001391561,0.000748698,0.000164599,0.00004627551,0.00004318616,0.0008229998,0.000218417,0.9952632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01868618,"threshold_uncertainty_score":0.02665347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002669071302822188,"score_gpt":0.1580789665709549,"score_spread":0.1554098952681327,"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."}}