{"id":"W4389923843","doi":"10.1093/oxfordhb/9780198829324.002.0011","title":"Afterword","year":2023,"lang":"en","type":"other","venue":"Archives","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":[],"consensus_categories":[],"category_scores_codex":[0.0007808647,0.0018505,0.001229661,0.003476033,0.003311154,0.007318502,0.002094221,0.003319062,0.9207609],"category_scores_gemma":[0.004318641,0.0008230053,0.001190978,0.002139752,0.0007702667,0.003297766,0.003505414,0.003055596,0.9136879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001769142,"about_ca_system_score_gemma":0.002450758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01345775,"about_ca_topic_score_gemma":0.026117,"domain_scores_codex":[0.9992907,0.0000818783,0.00002513413,0.0000787606,0.0003912839,0.0001321735],"domain_scores_gemma":[0.9978346,0.0003340149,0.00006156891,0.0001677989,0.0008936639,0.0007082592],"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":[0.00001291629,0.000009712759,0.00001510094,0.00003161623,7.035155e-7,0.00001011835,0.000008551688,0.00001077989,0.00002908918,0.0005694318,0.9899744,0.009327527],"study_design_scores_gemma":[0.00001512936,0.00001023544,0.0001176798,0.00006137655,0.000001878104,0.00001506907,0.00003905388,0.00003783514,0.00007948209,0.0007767407,0.9988371,0.000008583608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001282063,0.0002516145,0.0003439914,0.001512356,0.002979835,0.0001671054,0.005904242,0.002663204,0.9860494],"genre_scores_gemma":[0.0002595181,0.00008931056,0.00009662798,0.0006920403,0.0002757157,0.00004233249,0.001339075,0.0007494688,0.996456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9207609,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292426440795227,"score_gpt":0.2549299251709035,"score_spread":0.2420056607629512,"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."}}