{"id":"W6931253853","doi":"10.5281/zenodo.5842454","title":"Stylosanthes biflora Britton","year":2007,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stylosanthes; Cultivar; Crop; Crop production","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006469302,0.0001080105,0.0001002904,0.0001176027,0.0006300537,0.0002896487,0.0004132761,0.00005261326,0.0062949],"category_scores_gemma":[0.0002021535,0.0001143837,0.00003355545,0.0003490633,0.00005953952,0.0001591233,0.0001928326,0.0001729799,0.005311991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000993697,"about_ca_system_score_gemma":6.285795e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000433918,"about_ca_topic_score_gemma":3.059073e-7,"domain_scores_codex":[0.9989268,0.000044985,0.0001796578,0.0001828809,0.000299087,0.0003665919],"domain_scores_gemma":[0.9993832,0.00001950457,0.00001938203,0.0002409479,0.0001803304,0.0001566881],"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":[0.0000810183,0.0001879035,0.00005925589,0.0001884919,0.000126187,0.00005438575,0.001043367,0.001818636,0.05458437,0.004999422,0.05280026,0.8840567],"study_design_scores_gemma":[0.0002742346,0.00006136795,0.002457239,0.00002658637,0.000007827193,0.0000225954,0.000187618,0.001127467,0.007437393,0.00008518508,0.9881392,0.0001732979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3652859,0.0004644954,0.04642936,0.0002107765,0.0004932379,0.0004705318,0.0000863674,0.003941133,0.5826182],"genre_scores_gemma":[0.9979604,0.00006136402,0.0005208023,0.00003501788,0.0001155876,8.435745e-9,0.0001252888,0.001011331,0.0001702092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9353389,"threshold_uncertainty_score":0.9954625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03553387391511305,"score_gpt":0.2308925094491854,"score_spread":0.1953586355340724,"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."}}