{"id":"W4255211624","doi":"10.18357/illumine.andersena.1212013","title":"Introduction","year":2013,"lang":"en","type":"article","venue":"Illumine Journal of the Centre for Studies in Religion and Society of Graduate Students Association","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001896007,0.00008531858,0.0002743074,0.00002412391,0.0004105236,0.00002432517,0.0001960683,0.00009503081,0.000005865764],"category_scores_gemma":[0.0007566499,0.00006285276,0.0003096005,0.0001862434,0.000258088,0.0001930932,0.00005263021,0.0001741984,8.766296e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006977539,"about_ca_system_score_gemma":0.00003845914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002157466,"about_ca_topic_score_gemma":0.00007598309,"domain_scores_codex":[0.9984432,0.0001717138,0.0004527806,0.00009597193,0.0006442081,0.000192089],"domain_scores_gemma":[0.9980835,0.000189431,0.0008831127,0.00006471938,0.0007383433,0.00004086764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001056013,0.0001076061,0.1115118,0.00004992323,0.000315274,9.347323e-8,0.09846695,0.00001253242,0.0001061197,0.0008633112,0.7882853,0.0002705312],"study_design_scores_gemma":[0.004073689,0.0002399702,0.2839161,0.0003610073,0.0003765072,0.000002959859,0.3601949,0.00003192067,0.0003008082,0.007289761,0.3428142,0.0003980705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617685,0.0003702795,0.00001167191,0.03536986,0.001957337,0.000415463,0.000003201281,0.000005883117,0.00009782454],"genre_scores_gemma":[0.9749604,0.01345913,0.0003707995,0.0002416965,0.0007286663,0.00000504485,8.279897e-7,0.000007053789,0.01022633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4454711,"threshold_uncertainty_score":0.3157457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04081547358793308,"score_gpt":0.344696256191842,"score_spread":0.3038807826039089,"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."}}