{"id":"W4409487031","doi":"10.53762/grjnst.03.02.04","title":"10.53762/grjnst.03.02.04","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zea mays; Principal component analysis; Agronomy; Yield (engineering); Prioritization; Biology; Mathematics; Statistics; Engineering","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":[0.001449518,0.001501255,0.0008951554,0.002134448,0.0009710343,0.004363248,0.001894389,0.00214838,0.7798104],"category_scores_gemma":[0.001225013,0.0006510513,0.0011203,0.00187929,0.0009860162,0.001925988,0.00317091,0.001539563,0.8663183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008316384,"about_ca_system_score_gemma":0.001571922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002100135,"about_ca_topic_score_gemma":0.001541728,"domain_scores_codex":[0.9992144,0.0001306691,0.00008497999,0.0002131415,0.0002285148,0.0001283508],"domain_scores_gemma":[0.9984003,0.0001767547,0.0001222883,0.000495742,0.0004003087,0.0004047359],"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":[0.0004922063,0.000767034,0.00362578,0.0007256455,0.00005854302,0.0005978228,0.0002954631,0.0007546955,0.02077069,0.006540895,0.1614379,0.8039334],"study_design_scores_gemma":[0.00005935707,0.0001388435,0.005920011,0.0003223871,0.00002815501,0.001126786,0.000255328,0.001161481,0.002979532,0.002950231,0.9850093,0.00004871677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01559523,0.002493804,0.02950121,0.001858942,0.003370148,0.000329754,0.00950197,0.02397584,0.9133731],"genre_scores_gemma":[0.01903578,0.0008322226,0.01100514,0.0005787641,0.0002868606,0.0001635025,0.006329079,0.002868416,0.9589003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2201896,"threshold_uncertainty_score":0.3140737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323213611073429,"score_gpt":0.1497234056160612,"score_spread":0.1364912695053269,"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."}}