{"id":"W2205931644","doi":"","title":"Introduction: The Indigital revolution","year":2013,"lang":"en","type":"book-chapter","venue":"ANU Open Research (Australian National University)","topic":"Political theory and Gramsci","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Australian Institute of Aboriginal and Torres Strait Islander Studies; Aarhus Universitet; University of Warwick; Fred Hollows Foundation; University of Oxford; University of Minnesota","keywords":"History","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002631007,0.0001371275,0.000154766,0.0002974477,0.001836289,0.0005291939,0.001685898,0.0003160215,0.01464826],"category_scores_gemma":[0.0005388482,0.0001245744,0.0001035822,0.0003597406,0.002143267,0.001090639,0.0004536929,0.0009224825,0.003772823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009848007,"about_ca_system_score_gemma":0.001157941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001768897,"about_ca_topic_score_gemma":0.0004159666,"domain_scores_codex":[0.9970572,0.0004479665,0.0001451006,0.0003977747,0.001448354,0.0005036145],"domain_scores_gemma":[0.9977034,0.0004688434,0.00007896384,0.0002453993,0.001233838,0.0002695307],"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":[0.00001672996,0.00001164756,0.000001785106,0.000002828336,0.00002987552,0.00001062476,0.0001284726,5.883684e-7,9.610326e-7,0.6716012,0.3276854,0.0005098275],"study_design_scores_gemma":[0.00007719723,0.00002355607,0.00002993449,0.00001786265,0.00000625145,0.000001365359,0.0004940121,2.609075e-7,0.000004058903,0.3627383,0.6365107,0.00009648292],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005702597,0.000007809277,0.00000279559,0.04850813,0.0001714425,0.000747631,0.00009738575,0.00002275186,0.950385],"genre_scores_gemma":[0.009438733,0.0001055111,0.00003489094,0.00009404355,0.001876859,0.000002727359,0.00009643035,0.00001152996,0.9883393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3088629,"threshold_uncertainty_score":0.9994632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2110568071191473,"score_gpt":0.3975426538903317,"score_spread":0.1864858467711844,"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."}}