{"id":"W7010771599","doi":"","title":"Invasion dynamics of <i>Lythrum salicaria</i> L.","year":2003,"lang":"fa","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dynamics (music); Reproduction; Transmission (telecommunications); Production (economics); Field (mathematics)","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":[0.0002317023,0.0003109472,0.0007208955,0.00007130445,0.0002614292,0.00001121667,0.000618345,0.0008060404,0.00011308],"category_scores_gemma":[0.00004836274,0.0002052352,0.0003991517,0.0005317419,0.0003878394,0.0001297313,0.00009258903,0.0002989,0.00005063252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007881,"about_ca_system_score_gemma":0.00007795163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004331782,"about_ca_topic_score_gemma":0.01348368,"domain_scores_codex":[0.9985579,0.0002058716,0.00004135519,0.0005175304,0.0002932112,0.0003840829],"domain_scores_gemma":[0.9984854,0.0001184864,0.0007563937,0.0001871673,0.0002981305,0.0001543848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001240294,0.0004810125,0.01955402,0.0008513607,0.0004576726,0.00007365733,0.001059742,0.000026789,0.1201272,0.03261045,0.7668053,0.05671251],"study_design_scores_gemma":[0.0005400698,0.001080241,0.01643931,0.0003810598,0.0002526486,0.000009134828,0.03631183,0.0002241198,0.0009479797,0.00006213573,0.9432124,0.0005390375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7058865,0.0004116359,0.00002186197,0.2897184,0.0006061576,0.000218818,0.0001596314,0.00002071343,0.002956251],"genre_scores_gemma":[0.2755611,0.0087065,0.000974373,0.0001388289,0.0001778881,5.485532e-7,0.003128032,0.00001190449,0.7113008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7083446,"threshold_uncertainty_score":0.8369249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245279817604002,"score_gpt":0.1936388240585014,"score_spread":0.1811860258824614,"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."}}