{"id":"W2598639696","doi":"10.1038/srep44953","title":"Dairy cows value access to pasture as highly as fresh feed","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts; Zoetis; Dairy Farmers of Canada","keywords":"Pasture; Grazing; Free access; Dairy cattle; Evening; Agricultural science; Animal science; Geography; Biology; Agronomy; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008754461,0.0002745861,0.0003384357,0.0001111256,0.00267431,0.002053021,0.0008437983,0.0001194919,0.0007711683],"category_scores_gemma":[0.0005412309,0.000231988,0.0001733065,0.0001794866,0.000335462,0.0006647535,0.00126838,0.0001886598,0.0009342578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000580673,"about_ca_system_score_gemma":0.0001228949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008446787,"about_ca_topic_score_gemma":0.00009619507,"domain_scores_codex":[0.9969658,0.00004511838,0.0004928372,0.001188044,0.0007830343,0.0005251238],"domain_scores_gemma":[0.9966767,0.0000208218,0.0004303874,0.002302727,0.0002903877,0.0002789726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000187108,0.0001988512,0.4169906,0.00004856471,0.00006075002,0.01450525,0.001550986,0.000003685365,0.05806526,0.0006644781,0.5055168,0.002207646],"study_design_scores_gemma":[0.0001376088,0.0002225552,0.7800606,0.00004875124,0.00006100321,0.0007431514,0.0002066042,0.000001004397,0.00395483,0.003135289,0.2110659,0.0003627084],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299305,0.0001036865,0.00001229305,0.001663986,0.01216434,0.0005042623,0.00001379038,0.0001659717,0.05544114],"genre_scores_gemma":[0.9838565,0.000004111986,0.0001087838,0.0002132532,0.0002996648,0.00006972913,0.00002562083,0.00003402945,0.0153883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.36307,"threshold_uncertainty_score":0.9998437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06749525713452506,"score_gpt":0.3760121347275483,"score_spread":0.3085168775930233,"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."}}