{"id":"W4378714093","doi":"10.1051/shsconf/202316900001","title":"Preface","year":2023,"lang":"en","type":"article","venue":"SHS Web of Conferences","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002267313,0.001128745,0.0007560833,0.005969936,0.00270707,0.005178182,0.001507986,0.001334984,0.5990695],"category_scores_gemma":[0.01842964,0.0003436664,0.0006761035,0.003415862,0.0004808446,0.002556503,0.002477274,0.002898526,0.4951525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002126402,"about_ca_system_score_gemma":0.003302104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005489725,"about_ca_topic_score_gemma":0.007974015,"domain_scores_codex":[0.9988258,0.0001650626,0.00007536225,0.0001475168,0.0006648251,0.0001212828],"domain_scores_gemma":[0.9876435,0.001492283,0.0004270103,0.0007983178,0.007434242,0.00220467],"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":[0.00001828662,0.00001129665,0.00004518637,0.00005747331,8.934648e-7,0.00001284459,0.00001283852,0.00002018669,0.00003574158,0.0008619098,0.9832719,0.01565136],"study_design_scores_gemma":[0.000004922544,0.000009278965,0.0002778833,0.0001134747,0.000001605622,0.0000205108,0.00004769381,0.00002143807,0.00005725195,0.001087646,0.9983538,0.000004384122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008097219,0.007049557,0.003593299,0.02803182,0.3048842,0.0009217362,0.02559259,0.001931565,0.6271855],"genre_scores_gemma":[0.002236715,0.003084825,0.001340152,0.005666429,0.02878828,0.0004301043,0.01154624,0.0007929417,0.9461142],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4009305,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05553745515874815,"score_gpt":0.3068004233536891,"score_spread":0.251262968194941,"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."}}