{"id":"W4378384693","doi":"10.1515/9780773572812-002","title":"Preface","year":2005,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002375288,0.0003817376,0.0004158705,0.00009958347,0.001701091,0.00003789814,0.0007317277,0.0009607907,0.0006135641],"category_scores_gemma":[0.00001411359,0.0004872226,0.0004070432,0.0000137163,0.0007838024,0.0002114849,0.0002192928,0.0007338888,0.00010738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115912,"about_ca_system_score_gemma":0.0001730338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002966598,"about_ca_topic_score_gemma":0.000008480587,"domain_scores_codex":[0.9979976,0.0001363859,0.0002042497,0.0005796721,0.0005871596,0.000494898],"domain_scores_gemma":[0.9986752,0.00007923393,0.0002786398,0.0004651947,0.0001569504,0.0003448389],"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":[0.0000253466,0.00001122198,0.000002452904,0.00002361346,0.0000969386,0.00007647328,0.002136004,0.000006204019,9.870324e-7,0.9661665,0.03094647,0.0005077843],"study_design_scores_gemma":[0.0002711441,0.00002522267,0.000005047129,0.00007460583,0.0001562664,4.076793e-7,0.0004574915,3.426488e-7,0.00001889415,0.0003654381,0.9980963,0.0005288291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005427885,0.000001593366,0.00001349318,0.0002273613,0.0003336241,0.0004303783,0.0002853849,0.0003280552,0.9983747],"genre_scores_gemma":[0.001394793,0.000295994,0.0002056859,0.0001653277,0.0003695679,7.86252e-7,0.00001857452,0.00004695868,0.9975023],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9671499,"threshold_uncertainty_score":0.9997579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886291787609939,"score_gpt":0.2379430467890484,"score_spread":0.209080128912949,"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."}}