{"id":"W4400237906","doi":"10.1097/wco.0000000000001288","title":"Editorial introductions","year":2024,"lang":"en","type":"article","venue":"Current Opinion in Neurology","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.001005436,0.00005630258,0.00008205541,0.00007502756,0.0001466261,0.00003788982,0.0001332941,0.0001247485,0.0003903025],"category_scores_gemma":[0.000892091,0.00005298304,0.00004315802,0.0002850188,0.0002374792,0.0002337868,0.00003414155,0.0006029376,0.0001913556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001597436,"about_ca_system_score_gemma":0.0001113224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004657055,"about_ca_topic_score_gemma":0.00000972689,"domain_scores_codex":[0.9983447,0.0009825757,0.0001407027,0.0002346249,0.0001167874,0.0001805794],"domain_scores_gemma":[0.9988431,0.0009796114,0.00002158996,0.00008392642,0.00002275988,0.00004906651],"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":[0.00004787815,0.00004142362,0.0004918763,0.00001404988,0.00000277579,4.536423e-7,0.001773388,0.000005586026,0.000005940983,0.4423459,0.5381972,0.01707348],"study_design_scores_gemma":[0.00006140435,0.00005244278,0.0002789427,0.000007762346,0.000001315795,9.863455e-7,0.0000753916,0.00001412809,1.485596e-7,0.04925676,0.9502017,0.00004905641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002491497,0.00503774,0.00007710827,0.0243949,0.9590105,0.0001360964,0.000004149251,0.0001524405,0.008695507],"genre_scores_gemma":[0.3066483,0.005378791,0.000006859005,0.0001372803,0.687555,0.00004278016,0.00001368135,0.000007764637,0.0002096045],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4120045,"threshold_uncertainty_score":0.4273539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040389429476469,"score_gpt":0.4310660498977398,"score_spread":0.3270271069500929,"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."}}