{"id":"W4283790975","doi":"10.1108/s1479-36792022000042a023","title":"Index","year":2022,"lang":"en","type":"paratext","venue":"","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Aotearoa; Publishing; Social science; Political science; Sociology; Library science; Gender studies; Geography; Law","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":[0.001212675,0.00180593,0.001442861,0.005493496,0.002396282,0.0115629,0.002439719,0.002971031,0.7590525],"category_scores_gemma":[0.006566445,0.0006066427,0.001219084,0.007656123,0.0007986482,0.00759629,0.004018787,0.002539862,0.7891217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002485144,"about_ca_system_score_gemma":0.004063897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005945433,"about_ca_topic_score_gemma":0.006007002,"domain_scores_codex":[0.9981658,0.0001721926,0.0001721333,0.0003507875,0.000944496,0.0001945032],"domain_scores_gemma":[0.9969311,0.0002423833,0.000124573,0.0004260947,0.001820693,0.0004551824],"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":[0.000009718733,0.00001083374,0.0001002986,0.0001765865,0.00000251042,0.00002030575,0.00003195689,0.00002206966,0.00008468196,0.002695528,0.9328895,0.06395609],"study_design_scores_gemma":[0.000001986934,0.00000480604,0.0001677103,0.00008787661,0.000001214405,0.00002997325,0.00003537321,0.00001575554,0.00003401143,0.0007342845,0.9988828,0.000004140715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004161247,0.005411126,0.001594532,0.00632781,0.02038968,0.0003344702,0.02534763,0.00304332,0.9371353],"genre_scores_gemma":[0.001603721,0.003970222,0.001221731,0.002550133,0.002577851,0.00023249,0.01885576,0.001099038,0.967889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2409475,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0409889983263864,"score_gpt":0.3774882722819879,"score_spread":0.3364992739556015,"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."}}