{"id":"W2092444151","doi":"10.13031/2013.42542","title":"Evaluation of Implement Monitoring Systems","year":2013,"lang":"en","type":"article","venue":"Journal of Agricultural Safety and Health","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Poison control; Engineering; Forensic engineering; Occupational safety and health; Human factors and ergonomics; Injury prevention; Computer science; Reliability engineering; Transport engineering; Medical emergency; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002618424,0.0007754423,0.0002983624,0.000460116,0.0002509981,0.0006707173,0.0006650771,0.0004157107,0.003079122],"category_scores_gemma":[0.0166821,0.0002096421,0.0002392854,0.0002211335,0.0001968245,0.0006358551,0.0005930167,0.0002831274,0.0005699983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003685654,"about_ca_system_score_gemma":0.0005495062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007563052,"about_ca_topic_score_gemma":0.001147773,"domain_scores_codex":[0.9976473,0.0009559824,0.0001995141,0.0002695539,0.0008009431,0.0001265544],"domain_scores_gemma":[0.9877608,0.005868885,0.001796612,0.001024841,0.00300158,0.000547221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007648346,0.004191204,0.2066505,0.001450303,0.0002740088,0.0002702074,0.003565495,0.006043621,0.2474813,0.0004955185,0.001874445,0.5200551],"study_design_scores_gemma":[0.0006973298,0.06735139,0.6651262,0.0002728291,0.0007462956,0.001041002,0.004002512,0.02651573,0.2178917,0.0003871687,0.01576955,0.00019835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831089,0.0000919314,0.01376592,0.00005019026,0.00001640691,0.0003864695,0.0001518675,0.0004144782,0.002013749],"genre_scores_gemma":[0.9704314,0.0001269558,0.02639744,0.00004228452,0.00001518492,0.0002482719,0.0003454246,0.00005948317,0.002333607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003079122,"threshold_uncertainty_score":0.01384771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04886071646045118,"score_gpt":0.323989984073057,"score_spread":0.2751292676126058,"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."}}