{"id":"W4383769471","doi":"10.56687/9781447336259-004","title":"Foreword","year":2018,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005820292,0.001025419,0.0007100516,0.00248248,0.002800093,0.00595226,0.001373608,0.003728864,0.5649598],"category_scores_gemma":[0.00324482,0.0003981328,0.0005578833,0.002012904,0.0008916482,0.00393649,0.002309398,0.003884728,0.5368931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002256454,"about_ca_system_score_gemma":0.003119759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006107106,"about_ca_topic_score_gemma":0.01357163,"domain_scores_codex":[0.9992607,0.00006774541,0.00002096916,0.00008752763,0.0004772923,0.00008567751],"domain_scores_gemma":[0.9990533,0.0001807623,0.00003422586,0.00009357387,0.0004726983,0.000165455],"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":[0.000004246271,0.00001035972,0.0000112106,0.00003727104,5.306728e-7,0.00001113166,0.00002702882,0.00001704742,0.00003367103,0.007088542,0.9650324,0.0277266],"study_design_scores_gemma":[0.000001429788,0.000001927078,0.00002761988,0.00005861209,5.924211e-7,0.000009488795,0.00002584517,0.000009530485,0.00001990608,0.001760136,0.9980834,0.000001687824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009969479,0.003325721,0.00040557,0.00758139,0.01010393,0.00006539565,0.0004338113,0.0002352748,0.9777493],"genre_scores_gemma":[0.0002666566,0.0007008133,0.00008234396,0.001654658,0.0008976503,0.00002362355,0.0001592671,0.00008265316,0.9961323],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4350402,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08586001995766036,"score_gpt":0.3173782855416796,"score_spread":0.2315182655840193,"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."}}