{"id":"W2146693667","doi":"10.1614/ws-d-15-00057.1","title":"Habitat and Time Are More Important Predictors of Weed Seed Predation than Space on a Diversified Vegetable Farm in Maine, USA","year":2015,"lang":"en","type":"article","venue":"Weed Science","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Predation; Seed predation; Habitat; Biology; Weed; Ecology; Agronomy; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0007843081,0.0001053456,0.0001555293,0.0001087429,0.000161231,0.00001691943,0.0002200597,0.00004802644,0.00002203242],"category_scores_gemma":[0.0002654619,0.0000917306,0.00001655572,0.0005670547,0.001020292,0.0002978467,0.0002206389,0.00008688198,0.00004967951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156341,"about_ca_system_score_gemma":0.00003921599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008957538,"about_ca_topic_score_gemma":0.002773958,"domain_scores_codex":[0.9988059,0.00003440021,0.0001904476,0.0003380711,0.0003784671,0.0002527216],"domain_scores_gemma":[0.9994829,0.00005942412,0.0001609431,0.0001576389,0.00002866587,0.0001104872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003344726,0.00005546237,0.962104,0.000004561182,0.000003668167,0.000003309152,0.001487742,0.002345908,0.03361831,0.0002733045,0.00004806072,0.00002222533],"study_design_scores_gemma":[0.0004464471,0.0001421458,0.9766284,0.00001728469,0.000006980491,0.000001757523,0.0007304865,0.02069507,0.0007881167,0.0004168462,0.00003115475,0.00009529007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925015,0.00002113656,0.00002633839,0.0003563423,0.0001047085,0.0003028877,0.000008854404,0.00001520244,0.006663056],"genre_scores_gemma":[0.9985819,0.000002330905,0.0003485578,0.00005011299,0.000006185493,0.00001881887,0.000002690085,0.000003762227,0.0009855735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03283019,"threshold_uncertainty_score":0.3759307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094328705129281,"score_gpt":0.2219393822696063,"score_spread":0.2109960952183135,"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."}}