{"id":"W2375922510","doi":"","title":"Comparative Study on Pollen Viability Detection Methods for Prunus pseudocerasu L.","year":2011,"lang":"en","type":"article","venue":"Seed","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pollen; Prunus; Biology; Botany","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":[],"consensus_categories":[],"category_scores_codex":[0.000490714,0.0003279893,0.0002119729,0.0008343259,0.0003238246,0.0002882871,0.0002788869,0.0003500811,0.0002913167],"category_scores_gemma":[0.0004608909,0.0001508885,0.0001894002,0.0003701981,0.0002086019,0.0002930659,0.0001979547,0.0004166472,0.0001930228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002062464,"about_ca_system_score_gemma":0.0001475213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130744,"about_ca_topic_score_gemma":0.00205733,"domain_scores_codex":[0.9996257,0.00007432391,0.00001339848,0.0001179373,0.0001502126,0.00001845943],"domain_scores_gemma":[0.9996021,0.0001434801,0.00006157993,0.0000214471,0.0001371518,0.00003423519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006472339,0.0000217772,0.002575376,0.00004426191,0.000009801946,0.00002336125,0.00004579157,0.00007273877,0.9880508,0.00004762974,0.00002674848,0.009016936],"study_design_scores_gemma":[0.00001337735,0.0005029033,0.1019767,0.000009463787,0.00006711685,0.000701122,0.0001530402,0.007170555,0.8871034,0.0001293421,0.002142584,0.00003029212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765832,0.001911014,0.01979173,0.00009298522,0.00002293071,0.00002802262,0.0001809867,0.0001135454,0.001275467],"genre_scores_gemma":[0.9792848,0.0004553238,0.01897119,0.00004513517,0.000009885868,0.00003541083,0.0001985168,0.0000271937,0.0009725954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001130744,"threshold_uncertainty_score":0.002595127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09827152540523852,"score_gpt":0.4057708107278118,"score_spread":0.3074992853225733,"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."}}