{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001008965,0.0001109321,0.00009667393,0.0001598171,0.0001964756,0.0002803582,0.0001828618,0.0001925331,0.003078397],"category_scores_gemma":[0.0001416632,0.00005962711,0.0001873523,0.0001169065,0.00006869747,0.0002502097,0.0002023859,0.0003133256,0.0007435587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004973168,"about_ca_system_score_gemma":0.0001524632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009485305,"about_ca_topic_score_gemma":0.01036036,"domain_scores_codex":[0.9999555,0.000006667923,0.00000216368,0.00001112744,0.000007227905,0.00001724478],"domain_scores_gemma":[0.9998761,0.00002668186,0.00003949247,0.000006256571,0.00002158983,0.00002992682],"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":[0.0008490963,0.0001282966,0.09033379,0.0002665241,0.0000784226,0.0006823504,0.0008999864,0.004585011,0.8490212,0.001397535,0.01041291,0.04134482],"study_design_scores_gemma":[0.000067719,0.001196646,0.8457308,0.00008292319,0.0001330118,0.001262004,0.00201106,0.02988349,0.08323104,0.0007445024,0.03559948,0.00005747439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940729,0.0004381176,0.0002276108,0.0002723342,0.000007647809,0.000006436515,0.0005239986,0.00002985069,0.00442111],"genre_scores_gemma":[0.9962846,0.0001514575,0.0001546383,0.00004552466,0.00000289587,0.000004651337,0.0004614819,0.00000536086,0.002889311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009485305,"threshold_uncertainty_score":0.01886016,"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."}}