{"id":"W4362725686","doi":"10.1007/978-3-030-89123-7_272-1","title":"Ensuring Privacy in Smart Farming: Review of Regulations, Codes of Conduct and Best Practices","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Best practice; Accreditation; Business; Data Protection Act 1998; Data collection; Internet privacy; Computer security; Process (computing); Computer science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001782547,0.0001366441,0.0004435891,0.000183377,0.0001117918,0.00002420414,0.0002836137,0.0001956062,0.0001957489],"category_scores_gemma":[0.003683905,0.000132978,0.00005951577,0.0001096033,0.0002728198,0.0003519381,0.0002751389,0.0002066721,0.0000118893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000041909,"about_ca_system_score_gemma":0.0001977066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007789119,"about_ca_topic_score_gemma":0.006554432,"domain_scores_codex":[0.9985799,0.0001190862,0.000526403,0.0002683477,0.0003740152,0.0001322008],"domain_scores_gemma":[0.9980459,0.0004094455,0.0009844456,0.0003383941,0.0001735834,0.00004825617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004588527,0.0001356995,0.001481877,0.02026415,0.0001525024,0.00001228791,0.005894255,4.372193e-7,0.0002502376,0.9283396,0.005467391,0.0379557],"study_design_scores_gemma":[0.000267758,0.0001214213,0.0004780353,0.01780437,0.0001747696,0.000003857368,0.00121238,0.000007548982,0.0002177834,0.07089131,0.9084171,0.0004036491],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002261381,0.04181862,0.00002413983,0.004295027,0.0004047372,0.001884878,0.0001381517,0.0001006992,0.9490724],"genre_scores_gemma":[0.02436555,0.6760638,0.001810715,0.0001477875,0.0003193712,0.00004246278,0.0001662908,0.00006362623,0.2970204],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9029498,"threshold_uncertainty_score":0.9988181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2009091220001467,"score_gpt":0.3927725618621346,"score_spread":0.1918634398619879,"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."}}