{"id":"W7103459302","doi":"","title":"Manitoba Weed SupervisorÂ s Association: past, present and future? (summary only)","year":2009,"lang":"","type":"other","venue":"NDSU Repository (North Dakota State University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Weed; Weed control; Weed science; Population","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0005962481,0.003037513,0.00277464,0.003886572,0.0022945,0.001011189,0.002448866,0.002158261,0.001437636],"category_scores_gemma":[0.00002520606,0.003860133,0.001059082,0.003442722,0.0006938514,0.001810992,0.00143894,0.00295375,0.002165076],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00729015,"about_ca_system_score_gemma":0.001855889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003223964,"about_ca_topic_score_gemma":0.007309141,"domain_scores_codex":[0.9856117,0.002556305,0.001724036,0.004122885,0.003080878,0.00290418],"domain_scores_gemma":[0.98979,0.0003817812,0.003641881,0.002926853,0.001307786,0.001951725],"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":[0.001936404,0.00178936,0.2339967,0.0007262187,0.005547519,0.01256857,0.001411195,0.0001520362,0.0003411116,0.0001635578,0.7216306,0.01973666],"study_design_scores_gemma":[0.00418083,0.0006430058,0.1728643,0.0004714543,0.002258377,0.0002198139,0.00159241,0.0000832637,0.00004400238,0.00001375877,0.8147129,0.002915846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05451898,0.005809953,0.00003024697,0.001141241,0.005658287,0.004701295,0.002540048,0.001375732,0.9242242],"genre_scores_gemma":[0.002606016,0.00556638,0.0003245865,0.0001473045,0.01434734,0.000008612616,0.001050456,0.001439246,0.9745101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09308228,"threshold_uncertainty_score":0.9994752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005985399423989584,"score_gpt":0.1698188728029388,"score_spread":0.1638334733789492,"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."}}