{"id":"W4413725982","doi":"10.64628/aam.fqmctrxmt","title":"Beyond beasts of burden: How to reward our animals for their work","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Conservation, Ecology, Wildlife Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Work (physics); Psychology; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01021599,0.000741737,0.0008685804,0.0008700536,0.005503529,0.01060962,0.001427068,0.007316023,0.02988522],"category_scores_gemma":[0.05346423,0.0003049341,0.0003805388,0.0008016084,0.015469,0.0171535,0.005816758,0.009204634,0.0115437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002649246,"about_ca_system_score_gemma":0.005724156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003645855,"about_ca_topic_score_gemma":0.009795006,"domain_scores_codex":[0.9949363,0.00224984,0.0001476186,0.0004323116,0.001498745,0.000735077],"domain_scores_gemma":[0.9692757,0.0059476,0.002314477,0.002485519,0.008930309,0.01104639],"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":[0.0002856503,0.0003458268,0.007474035,0.0003562671,0.0001433818,0.0003426006,0.006243468,0.0005300377,0.001786112,0.2839535,0.527451,0.1710882],"study_design_scores_gemma":[0.00005783046,0.0001777036,0.004874451,0.0009060388,0.00006104131,0.000385708,0.008083923,0.0005991784,0.0008127529,0.4445215,0.5394178,0.00010198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01675378,0.008455354,0.01962187,0.8329314,0.01816262,0.00005941648,0.0001013205,0.000392901,0.1035213],"genre_scores_gemma":[0.6057727,0.01033145,0.04462435,0.207489,0.00855917,0.0002928985,0.0001793902,0.001324213,0.1214269],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02988522,"threshold_uncertainty_score":0.09997606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03230831420355234,"score_gpt":0.283387331888155,"score_spread":0.2510790176846026,"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."}}