{"id":"W4231686650","doi":"10.33137/rr.v35i1.19072","title":"Introduction","year":2012,"lang":"en","type":"article","venue":"Renaissance and Reformation","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001355566,0.0005117557,0.0003041533,0.001284847,0.00248667,0.005271266,0.001111835,0.00193164,0.327677],"category_scores_gemma":[0.004276992,0.0001551091,0.0003697394,0.001345131,0.001681733,0.002651368,0.002250511,0.002002666,0.1277409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384974,"about_ca_system_score_gemma":0.002854594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006123669,"about_ca_topic_score_gemma":0.008081103,"domain_scores_codex":[0.9987707,0.0002846046,0.00003318759,0.000256588,0.0004572855,0.0001976378],"domain_scores_gemma":[0.9986969,0.0002774208,0.00006692093,0.0002163532,0.0005373318,0.0002052255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003253705,0.00002961848,0.0005682738,0.0001361037,0.000003371148,0.00007275152,0.001043353,0.00007116709,0.0001629251,0.4162625,0.4924521,0.0891653],"study_design_scores_gemma":[0.000001601758,0.000003881317,0.0002604426,0.00004860712,7.457722e-7,0.00002524994,0.0002053077,0.00001359538,0.00004687045,0.007764233,0.991627,0.00000255301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001417884,0.001852947,0.001845584,0.01095822,0.003524711,0.00005823271,0.001043954,0.0002500981,0.9790483],"genre_scores_gemma":[0.0234978,0.001811818,0.001516153,0.006544536,0.001811923,0.00009361697,0.001147171,0.0002087779,0.9633682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.672323,"threshold_uncertainty_score":0.9589871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329165701711266,"score_gpt":0.244474717751328,"score_spread":0.2311830607342154,"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."}}