{"id":"W4410251740","doi":"10.1007/978-3-031-83379-3_1","title":"Simon Dalby: An Autobiography","year":2025,"lang":"en","type":"book-chapter","venue":"Pioneers in arts, humanities, science, engineering, practice","topic":"Commonwealth, Australian Politics and Federalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Balsillie School of International Affairs","funders":"","keywords":"Biography; History; Art; Art history","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002936358,0.0005559436,0.0005400154,0.002323471,0.001411042,0.001111465,0.001448752,0.0003834187,0.0004835865],"category_scores_gemma":[0.000887733,0.0006859788,0.0001857904,0.0005997533,0.001571901,0.002112192,0.0002115396,0.001329498,0.00005286422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012127,"about_ca_system_score_gemma":0.001722651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006552525,"about_ca_topic_score_gemma":0.005052109,"domain_scores_codex":[0.9955802,0.00007425734,0.0007263313,0.0009159819,0.001467949,0.001235266],"domain_scores_gemma":[0.9973791,0.0005678227,0.0003920075,0.0008238021,0.0004094376,0.0004277843],"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":[0.000008419585,0.00006102103,0.00001239421,0.00004399136,0.00002707216,0.00005472383,0.005838277,0.0002387751,0.000003882271,0.9879723,0.005326557,0.0004125829],"study_design_scores_gemma":[0.0001864279,0.00006858991,0.00006535696,0.0002194082,0.00006844615,0.000005095206,0.002573969,0.0003516356,0.000003943121,0.01229217,0.9834489,0.0007161075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009687983,0.0006145788,0.0002372267,0.001228275,0.002817079,0.0006469508,0.00007607113,0.0003726153,0.9939103],"genre_scores_gemma":[0.0809501,0.003728159,0.004555469,0.003526019,0.002044097,0.000105265,0.0001289239,0.0001910248,0.9047709],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9781223,"threshold_uncertainty_score":0.9999255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0509354123821708,"score_gpt":0.3163589253028239,"score_spread":0.2654235129206531,"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."}}