{"id":"W2173061573","doi":"10.4141/cjps2011-281","title":"Review: Microsite characteristics influencing weed seedling recruitment and implications for recruitment modeling","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Seed Germination and Physiology","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Guelph","funders":"","keywords":"Microsite; Seedling; Weed; Microclimate; Germination; Agronomy; Biology; Environmental science; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008596821,0.00006777699,0.0001350165,0.00004113787,0.0003967198,0.00004804151,0.0001905739,0.00002745358,0.00001280978],"category_scores_gemma":[0.000156946,0.00003096704,0.00003489262,0.0002074891,0.00007894886,0.0002207665,0.0000123841,0.00007069046,0.000001542647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008812893,"about_ca_system_score_gemma":0.0001609201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004007399,"about_ca_topic_score_gemma":0.0005425212,"domain_scores_codex":[0.9992567,0.00002107388,0.0002536251,0.0001008652,0.00006350486,0.0003042771],"domain_scores_gemma":[0.9990349,0.00008876491,0.0001721044,0.00003293209,0.0001954481,0.0004758775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000007202125,0.00001456629,0.008970908,0.00004676315,0.000007013741,8.728386e-7,0.0004620851,0.00001700877,0.9233286,0.0004075792,0.0008865599,0.06585085],"study_design_scores_gemma":[0.0002454195,0.0003496342,0.707046,0.001454241,0.00007735092,0.0005296737,0.0005400821,0.001572196,0.002694136,0.000534218,0.2845167,0.0004403374],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912512,0.00580526,0.00004955353,0.001923929,0.0002642325,0.000471066,0.0002021007,0.00000323645,0.00002937876],"genre_scores_gemma":[0.9971474,0.0007525668,0.0003654319,0.001484306,0.0001883866,0.00002825602,0.00001968709,5.81843e-7,0.00001336057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9206344,"threshold_uncertainty_score":0.3051288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292113182056312,"score_gpt":0.3096490038016899,"score_spread":0.1804376855960587,"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."}}