{"id":"W4408832526","doi":"10.1017/s0047404525000065","title":"Looking back – Looking ahead","year":2025,"lang":"en","type":"article","venue":"Language in Society","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Sociology; Political science; History","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":[],"consensus_categories":[],"category_scores_codex":[0.00522421,0.0009385689,0.0006127841,0.001094057,0.005346075,0.01070222,0.001651333,0.00553322,0.1912441],"category_scores_gemma":[0.02382475,0.0004922262,0.001155313,0.0008566493,0.005075436,0.01861605,0.007256389,0.01053809,0.1260297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002673338,"about_ca_system_score_gemma":0.006489816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005675483,"about_ca_topic_score_gemma":0.008738413,"domain_scores_codex":[0.9962171,0.001380833,0.0001414436,0.0003748774,0.001132183,0.0007535063],"domain_scores_gemma":[0.9902017,0.001954395,0.0003809384,0.0009610362,0.003463511,0.003038447],"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":[0.00004649068,0.00003648559,0.000377962,0.0001396369,0.000008153009,0.0003307476,0.001554809,0.00003720833,0.0002405655,0.02971187,0.8967957,0.07072043],"study_design_scores_gemma":[0.000005769618,0.00002110203,0.0001922791,0.0004172246,0.000008284917,0.000390761,0.002486581,0.00003124772,0.00020984,0.02222638,0.9739837,0.00002690187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002652599,0.01433438,0.01191611,0.4314145,0.06130737,0.00009514293,0.0007531355,0.001703437,0.4758234],"genre_scores_gemma":[0.0693721,0.02382019,0.01598334,0.2875854,0.01326618,0.0001539069,0.001069654,0.003241784,0.5855074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1912441,"threshold_uncertainty_score":0.6397754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005643405597190697,"score_gpt":0.2766528668996941,"score_spread":0.2710094613025035,"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."}}