{"id":"W7036714749","doi":"","title":"Dairy Goat Research Facility: Revealing Process &amp; Provoking Interactions","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Education in Rural Contexts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benchmarking; Animal welfare; Process (computing); Agriculture; Welfare; Dairy farming","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":[],"consensus_categories":[],"category_scores_codex":[0.004745081,0.0003997502,0.0002520694,0.001250107,0.01212541,0.004232096,0.00115365,0.001266293,0.006859778],"category_scores_gemma":[0.005768992,0.0002836161,0.0003827712,0.0009899631,0.009065329,0.002387645,0.004861135,0.001619887,0.0008010005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01057114,"about_ca_system_score_gemma":0.007671386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1004259,"about_ca_topic_score_gemma":0.3000782,"domain_scores_codex":[0.9965348,0.00194654,0.00004716382,0.0003453867,0.0005683758,0.0005577994],"domain_scores_gemma":[0.9943902,0.003257792,0.0005026284,0.0004216184,0.0005377355,0.0008900348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001135453,0.00007218999,0.009647867,0.0001201797,0.000009383155,0.0009817383,0.953559,0.0001096479,0.004190868,0.009086773,0.009271204,0.01283769],"study_design_scores_gemma":[0.00001648715,0.0001433763,0.02258319,0.0001642947,0.00001817101,0.0001685348,0.8195149,0.0003786977,0.001263431,0.001406363,0.1542991,0.00004349152],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8841447,0.0006133247,0.008475108,0.008506798,0.0001781404,0.0002810336,0.0007630002,0.0002494449,0.09678846],"genre_scores_gemma":[0.957911,0.0005354978,0.005607011,0.0009094968,0.00003787572,0.0002698473,0.0002823868,0.000113604,0.03433321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1004259,"threshold_uncertainty_score":0.1996828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0832243261864463,"score_gpt":0.3816394323815738,"score_spread":0.2984151061951275,"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."}}