{"id":"W4253145536","doi":"10.1108/978-1-80071-130-320211011","title":"Index","year":2021,"lang":"en","type":"paratext","venue":"","topic":"Impact of Education Environments","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Commonwealth; Context (archaeology); Political science; Bishops; Agency (philosophy); Management; Library science; Sociology; Public administration; Social science; Law; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001362395,0.001870693,0.001444181,0.005951194,0.002499065,0.01231015,0.002481363,0.003197862,0.7465639],"category_scores_gemma":[0.007015801,0.0006091673,0.001252278,0.009244842,0.0009025262,0.008660661,0.004335145,0.002630542,0.7671273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003068072,"about_ca_system_score_gemma":0.004574335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00773727,"about_ca_topic_score_gemma":0.0084957,"domain_scores_codex":[0.9977832,0.0002099646,0.0002083543,0.0004110738,0.001162604,0.0002247409],"domain_scores_gemma":[0.9967578,0.000279514,0.0001288012,0.0004193663,0.00195331,0.0004611748],"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":[0.000008850572,0.00001095099,0.00009031079,0.0002085528,0.000002374333,0.00001989227,0.00004163683,0.00002057794,0.00008036884,0.003088644,0.9404229,0.05600495],"study_design_scores_gemma":[0.000001783825,0.00000443915,0.0001641753,0.0001068226,0.000001136431,0.0000276199,0.00004564991,0.00001286111,0.0000317097,0.0006721137,0.9989275,0.000004117352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003937176,0.005679613,0.001478414,0.006318224,0.01914101,0.0003199871,0.025925,0.002706313,0.9380376],"genre_scores_gemma":[0.001565843,0.004335321,0.001288248,0.002635808,0.002260025,0.0002332275,0.02013291,0.001140745,0.9664079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2534361,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0317601356391834,"score_gpt":0.370480430605662,"score_spread":0.3387202949664787,"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."}}