{"id":"W4238032351","doi":"10.1080/10426500108046625","title":"ICCST Retrospective","year":2001,"lang":"en","type":"article","venue":"Phosphorus, sulfur, and silicon and the related elements","topic":"Selenium in Biological Systems","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Library science; Corporation; Phone; Conversation; Management; Sociology; Political science; Law; Computer science; Philosophy; Economics","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":[0.0007080873,0.0002341408,0.0003657138,0.00004012313,0.0003995133,0.00008842968,0.0001560056,0.0001931519,0.0001946003],"category_scores_gemma":[0.000117026,0.0001425202,0.00007495832,0.0002082378,0.0003378197,0.00008863283,0.00008497404,0.0003155612,0.00007394414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006688061,"about_ca_system_score_gemma":0.000004497678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005220412,"about_ca_topic_score_gemma":0.00002056839,"domain_scores_codex":[0.9983059,0.0002030806,0.0004406532,0.0004214993,0.0002070033,0.0004218268],"domain_scores_gemma":[0.9992458,0.0001654549,0.0001539016,0.0002571753,0.00004777275,0.0001299221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003024297,0.0002160583,0.9116139,0.00003559992,0.0004279389,0.000017882,0.003251406,0.000001887773,0.00963627,0.02170471,0.002523959,0.04754606],"study_design_scores_gemma":[0.02502097,0.001111964,0.772636,0.0002368046,0.0004051239,0.0004243585,0.002451465,0.002102691,0.01653357,0.0469327,0.1307667,0.001377633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974043,0.01064485,0.000002965568,0.001451162,0.0007183021,0.000553295,0.000007473025,0.0001143818,0.01246461],"genre_scores_gemma":[0.9938674,0.004317381,0.00001159862,0.0006075957,0.00007790868,0.00002933322,0.00001231477,0.00001994651,0.001056521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389779,"threshold_uncertainty_score":0.5811805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009508103856395589,"score_gpt":0.2370445486073166,"score_spread":0.227536444750921,"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."}}