{"id":"W6977782536","doi":"10.7275/28446220.0","title":"Managing Canada Geese on Campus","year":2022,"lang":"en","type":"article","venue":"Scholarworks (University of Massachusetts Amherst)","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Legislation; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005606571,0.0005925371,0.0005352979,0.001355825,0.004749413,0.004254803,0.001059602,0.0009634725,0.4976409],"category_scores_gemma":[0.002442917,0.0002757314,0.0003094232,0.001632858,0.0005519278,0.001263944,0.002485917,0.001508286,0.2225963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005586274,"about_ca_system_score_gemma":0.02451383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4531763,"about_ca_topic_score_gemma":0.7515269,"domain_scores_codex":[0.9989228,0.0000343233,0.00001425323,0.0001254596,0.000638171,0.0002650224],"domain_scores_gemma":[0.9957057,0.00007733019,0.00005189798,0.0001285921,0.002005643,0.002030878],"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":[0.00001206525,0.00001690881,0.0003645553,0.00001608495,0.000001917091,0.00007031919,0.0000744694,0.00003694516,0.0002312744,0.001092443,0.9586358,0.03944713],"study_design_scores_gemma":[0.000001612575,0.000004060332,0.0004268083,0.000007881697,0.000001134496,0.00002233771,0.0002533818,0.00003284642,0.00005784133,0.00008383533,0.9991058,0.000002434517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003343318,0.002054204,0.0007004201,0.0137134,0.009633,0.0001829115,0.001401103,0.0009401962,0.9680314],"genre_scores_gemma":[0.001966894,0.0004327261,0.0001464582,0.0003736066,0.000160997,0.000009421895,0.0002333237,0.000100815,0.9965758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4976409,"threshold_uncertainty_score":0.9010772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005391933139748189,"score_gpt":0.1579434412840078,"score_spread":0.1525515081442596,"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."}}