{"id":"W7037780314","doi":"","title":"Examining best management practices to control the invasion of Potentilla recta within northern intermountain grasslands","year":2022,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Social Issues and Policies in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grazing; Forb; Plant community; Conservation grazing; Grazing pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004369464,0.0002004044,0.0004148657,0.0003261054,0.001264699,0.00003894937,0.001438044,0.0001938454,0.001695593],"category_scores_gemma":[0.00005701269,0.0002344889,0.0001932146,0.0009508958,0.0003950856,0.000653739,0.0003793229,0.0003635233,0.00001469501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000167518,"about_ca_system_score_gemma":0.000414964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06126564,"about_ca_topic_score_gemma":0.06294583,"domain_scores_codex":[0.9979532,0.000662255,0.00018379,0.0003457045,0.0005906365,0.0002644505],"domain_scores_gemma":[0.9977769,0.0004070506,0.001253135,0.0003348725,0.0001003938,0.0001276322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00112071,0.0001593463,0.01228029,0.0001686808,0.0005121119,0.000109357,0.9688811,0.0001329908,0.00007151764,0.002431057,0.002558905,0.01157394],"study_design_scores_gemma":[0.0003693072,0.0002067424,0.002155456,0.0001277511,0.0003026036,3.168516e-7,0.9194313,0.00001132211,0.00002169658,0.0001574564,0.07699654,0.0002194575],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8480417,0.00009741083,0.00005555361,0.001367078,0.0005945872,0.0006563753,0.0001614874,0.00007342599,0.1489524],"genre_scores_gemma":[0.8961633,0.0003330469,0.0009094347,0.00008654214,0.00007050228,2.434242e-7,0.0001821264,0.000021338,0.1022334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07443763,"threshold_uncertainty_score":0.999217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632507172098569,"score_gpt":0.2489479769303781,"score_spread":0.2326229052093924,"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."}}