{"id":"W1494426558","doi":"10.14453/ltc.857","title":"Editors’ introduction: challenging nation","year":2004,"lang":"en","type":"article","venue":"Law/text/culture","topic":"Australian History and Society","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003178281,0.0001198003,0.0001224899,0.00001607017,0.001342387,0.00006920384,0.0001844601,0.0002701779,0.0003783708],"category_scores_gemma":[0.00006528028,0.0001113572,0.0001081827,0.0002418498,0.0002712295,0.0004745141,0.00001672003,0.0002993905,0.0001864883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004136717,"about_ca_system_score_gemma":0.0000690378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005802177,"about_ca_topic_score_gemma":0.0005069693,"domain_scores_codex":[0.9988369,0.0000746657,0.0001409617,0.0002688819,0.0003942755,0.0002843362],"domain_scores_gemma":[0.9995276,0.000009936718,0.00007375968,0.0001510026,0.0001220861,0.0001155867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004094111,0.00004943715,0.00003563509,0.00001243795,0.00001845224,0.000004642914,0.09251496,0.0001801838,0.0002528542,0.6923226,0.2143664,0.0002382414],"study_design_scores_gemma":[0.0001989545,0.00002490098,0.0001093349,0.00001266023,0.00001197859,0.000001928058,0.00988866,5.612379e-7,0.0001608982,0.004274296,0.9851591,0.0001567368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04941276,0.002898614,0.00305324,0.1624325,0.1120093,0.002006003,0.00005773235,0.002848563,0.6652813],"genre_scores_gemma":[0.9119987,0.0001717352,0.000623479,0.0005095756,0.05909232,0.00001496997,0.0000204223,0.00001405672,0.02755471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.862586,"threshold_uncertainty_score":0.9999577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993935816830203,"score_gpt":0.2738571439331067,"score_spread":0.2539177857648047,"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."}}