{"id":"W3101181475","doi":"10.3168/jds.2019-17893","title":"Symposium review: Linking activity-sensor data and physiology to improve dairy cow fertility","year":2020,"lang":"en","type":"review","venue":"Journal of Dairy Science","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of British Columbia","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canadian Dairy Commission; Dairy Farmers of Canada","keywords":"Estrous cycle; Conceptus; Ovulation; Artificial insemination; Pregnancy; Andrology; Endocrinology; Follicle; Internal medicine; Fertility; Biology; Endometrium; Medicine; Fetus; Hormone","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001169726,0.001223677,0.002186945,0.002609925,0.0002788547,0.001942675,0.001168112,0.002373697,0.008532285],"category_scores_gemma":[0.002198107,0.0003934925,0.001110276,0.003475487,0.0004431283,0.00164708,0.0008131202,0.00180642,0.003375488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008623735,"about_ca_system_score_gemma":0.001933986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148219,"about_ca_topic_score_gemma":0.001477288,"domain_scores_codex":[0.9995597,0.0001015664,0.00007969425,0.0001060596,0.0001160698,0.00003685508],"domain_scores_gemma":[0.9981058,0.0007177113,0.0002924076,0.00003809096,0.0006795666,0.0001664281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004101993,0.0001534773,0.0003543086,0.06336825,0.0005263069,0.0002219508,0.00007337444,0.0004754218,0.003043668,0.001799179,0.1738384,0.7557355],"study_design_scores_gemma":[0.00005846789,0.0002673986,0.001767365,0.008943344,0.0005340454,0.0004015551,0.00007295486,0.00009529664,0.0005512253,0.0008052522,0.9864639,0.00003921375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001096485,0.9961151,0.0001301704,0.0007139946,0.00196417,0.00002078238,0.00007021268,0.00001396352,0.0008619665],"genre_scores_gemma":[0.0006979236,0.9951618,0.0002907874,0.0009918421,0.001760539,0.00002936344,0.0001243887,0.000005169711,0.0009381688],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008532285,"threshold_uncertainty_score":0.02854335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07163973922876678,"score_gpt":0.3342549480335425,"score_spread":0.2626152088047757,"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."}}