{"id":"W2362132219","doi":"","title":"Study on Seed Germination Testing Standardization of Ageratum conyzoides","year":2008,"lang":"en","type":"article","venue":"Seed","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ageratum conyzoides; Germination; Standardization; Horticulture; Botany; Biology; Computer science; Weed","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001536188,0.00005515391,0.000105273,0.000009461573,0.0002821608,0.000005548343,0.00004737102,0.00003291694,0.00001447787],"category_scores_gemma":[0.0002350489,0.00002254019,0.00001903214,0.0002533832,0.00004923667,0.00005122528,0.00001650948,0.00004172058,0.000007938374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008699551,"about_ca_system_score_gemma":0.000006818148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002768326,"about_ca_topic_score_gemma":0.0001043075,"domain_scores_codex":[0.9995022,0.00006456526,0.0001410472,0.0001086929,0.0001088157,0.00007462475],"domain_scores_gemma":[0.9993919,0.0003023554,0.00008687491,0.00002321032,0.0001820825,0.00001362882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002088666,0.000114765,0.9381818,0.000001349218,0.00001163753,0.000004483451,0.000469073,0.00001484223,0.06029597,0.0000968603,0.00005367414,0.0007346241],"study_design_scores_gemma":[0.000138806,0.0004242462,0.9949954,0.000005711046,0.000005406581,0.00000177729,0.001129847,0.00001695061,0.003005059,0.0001070555,0.0001203604,0.00004938823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968863,0.00001646752,0.000005879592,0.0003228233,0.00005896335,0.000158782,0.000007193346,0.00003761149,0.002506012],"genre_scores_gemma":[0.9993572,0.00000298475,0.00003047316,0.0001268114,0.00003936255,0.000009667095,0.00001044881,3.259162e-7,0.0004227169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0572909,"threshold_uncertainty_score":0.2170181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06963874947963875,"score_gpt":0.2610390766946211,"score_spread":0.1914003272149823,"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."}}