{"id":"W3157732349","doi":"","title":"REPRODUCTIVE ECOLOGY AND GENETICS OF PLANT INVASIONS: A CASE STUDY OF LYTHRUM SALICARIA (PURPLE LOOSESTRIFE)","year":2018,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Forest ecology and management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Biology; Ecology; Zoology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000443487,0.0001814991,0.0001353124,0.0003789172,0.0006299453,0.00035887,0.0002924758,0.0004238185,0.0007149708],"category_scores_gemma":[0.0008261265,0.00009463473,0.0002342419,0.0003024499,0.000555665,0.0003173333,0.0004004322,0.0002793475,0.00006355812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005039076,"about_ca_system_score_gemma":0.0002869641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0117041,"about_ca_topic_score_gemma":0.02486981,"domain_scores_codex":[0.9998858,0.00005854153,0.000003422366,0.00001725442,0.00001465287,0.00002030579],"domain_scores_gemma":[0.9996289,0.0002066668,0.00007150439,0.00001778376,0.00002240198,0.0000526709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002376839,0.0007292359,0.825022,0.0002957852,0.0001279896,0.02332964,0.02109828,0.003580764,0.04990514,0.006650089,0.001185293,0.06783806],"study_design_scores_gemma":[0.00001406136,0.0004511358,0.9737601,0.00002736811,0.00002749378,0.007542876,0.007720965,0.004656876,0.001402598,0.0009059685,0.003466367,0.00002425126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988674,0.0002082303,0.0001813274,0.0001111383,6.745491e-7,0.000005427928,0.00001195959,0.000002902043,0.0006109776],"genre_scores_gemma":[0.9980343,0.0004809627,0.000771792,0.00004529971,0.000004392975,0.000005371463,0.00002395104,0.000003067689,0.0006309111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0117041,"threshold_uncertainty_score":0.02327192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509305792319305,"score_gpt":0.2342923879475281,"score_spread":0.2191993300243351,"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."}}