{"id":"W2733189651","doi":"","title":"Hoary Cresses in Canada with Particular Reference to their Distribution and Control in Alberta1","year":2016,"lang":"en","type":"article","venue":"Scientific Agriculture","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Control (management); Mathematics; Computer science; Mathematical analysis; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0001620346,0.00008706873,0.00008822895,0.00001468703,0.00008414066,0.00002400844,0.0001218783,0.00003128365,0.00021042],"category_scores_gemma":[0.00002408524,0.00003947223,0.000006060716,0.0003566331,0.000117995,0.0001266175,0.00007082314,0.00005387293,0.00004083321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215353,"about_ca_system_score_gemma":0.00003513393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.212301,"about_ca_topic_score_gemma":0.9875473,"domain_scores_codex":[0.9991518,0.00003799882,0.00009965211,0.0003154259,0.0001442023,0.0002509316],"domain_scores_gemma":[0.9997258,0.00003611775,0.00002664263,0.0001258691,0.000007136622,0.00007849998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007936568,0.0001047851,0.8942384,0.00001083497,0.0000105349,0.00007336123,0.0004123684,0.001468532,0.03563261,0.0007782123,0.064334,0.002856982],"study_design_scores_gemma":[0.0003402346,0.00002826717,0.9608341,0.00002886082,0.000003093825,0.000003555328,0.0002033203,0.00002324941,0.001050438,0.0001123281,0.03726945,0.0001030413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975564,0.00002105876,0.0001165543,0.001289509,0.0000773705,0.0002686886,0.00003741292,0.000005812273,0.0006271675],"genre_scores_gemma":[0.9986758,0.000003713169,0.00001546142,0.0001870413,0.00000355152,0.00004802807,0.00001541699,0.000001710275,0.001049303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7752463,"threshold_uncertainty_score":0.7929444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003303033166640948,"score_gpt":0.1543475848127335,"score_spread":0.1510445516460926,"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."}}