{"id":"W4320723922","doi":"10.7765/9781526163455.00006","title":"Introduction","year":2023,"lang":"en","type":"book-chapter","venue":"Manchester University Press eBooks","topic":"Australian History and Society","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bureaucracy; Colonialism; Hierarchy; Empire; Racism; Race (biology); Political science; Ethnography; Genealogy; History; Sociology; Gender studies; Anthropology; 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":[0.0005628743,0.0007388812,0.0004386427,0.0008970462,0.003113108,0.00674019,0.001206509,0.002492405,0.2835174],"category_scores_gemma":[0.001772064,0.0002497494,0.0003812074,0.001208538,0.002887082,0.005695058,0.00302699,0.003513017,0.1524034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002594159,"about_ca_system_score_gemma":0.002456744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005005791,"about_ca_topic_score_gemma":0.007087507,"domain_scores_codex":[0.9991519,0.0001478079,0.00003434925,0.0002150562,0.0003440412,0.0001068742],"domain_scores_gemma":[0.9994351,0.0001044869,0.00003032361,0.00009744134,0.0002102542,0.0001222594],"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":[0.00001354104,0.0000214344,0.0001570213,0.0001464063,0.00000239184,0.0001218227,0.001328826,0.0000653492,0.0001583771,0.2139082,0.6993278,0.08474882],"study_design_scores_gemma":[5.678789e-7,0.000002189975,0.00004979091,0.00005962875,4.265272e-7,0.00005226499,0.0001467701,0.000007919746,0.00001904278,0.005115673,0.9945443,0.000001403146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000400988,0.006826773,0.001242543,0.008002933,0.003903948,0.00003678268,0.0003496921,0.0001694267,0.9790669],"genre_scores_gemma":[0.005552813,0.004440133,0.0008695485,0.004209723,0.001129197,0.00004118655,0.0003242769,0.0001545083,0.9832786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7164826,"threshold_uncertainty_score":0.94846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05739691454001564,"score_gpt":0.235271397529759,"score_spread":0.1778744829897434,"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."}}