{"id":"W4391705175","doi":"10.51644/9781771120098-002","title":"Acknowledgements","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department for International Development; Trent University; Social Sciences and Humanities Research Council of Canada; Wilfrid Laurier University","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003245593,0.0006481663,0.0005860556,0.002315289,0.002025407,0.003187099,0.001947253,0.001011952,0.395405],"category_scores_gemma":[0.03127665,0.0002758669,0.000497496,0.001529274,0.0007655209,0.002165222,0.004507795,0.00298763,0.3091382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003026166,"about_ca_system_score_gemma":0.003957974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00632679,"about_ca_topic_score_gemma":0.0108992,"domain_scores_codex":[0.9957074,0.0009379901,0.0001675435,0.0004078484,0.002530279,0.0002488578],"domain_scores_gemma":[0.9773299,0.002551837,0.0007031179,0.001204668,0.01487473,0.003335774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001446077,0.000007671754,0.0001305787,0.00006456233,0.000001905845,0.00006350449,0.0003066254,0.00002284412,0.0001557553,0.006711379,0.9706951,0.02182575],"study_design_scores_gemma":[0.000002883721,0.000002802691,0.0001742127,0.000077866,0.000001328783,0.00004532744,0.0003146445,0.00001173522,0.00003070465,0.00132544,0.9980103,0.000002779769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001982992,0.005427083,0.008183264,0.174666,0.09991819,0.0006060353,0.02614068,0.001946181,0.6811296],"genre_scores_gemma":[0.007677163,0.00182459,0.003431605,0.02149162,0.005713182,0.0005967246,0.006525567,0.001110753,0.9516288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6045949,"threshold_uncertainty_score":0.8623813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109143522862899,"score_gpt":0.3015391780943686,"score_spread":0.2704477428657396,"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."}}