{"id":"W4321017788","doi":"10.1038/s41570-023-00473-2","title":"The Science of the Modern Kitchen","year":2023,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Chemistry; Engineering; Engineering ethics; Mathematics education; Psychology","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":[0.000608146,0.00103941,0.0009933965,0.001502824,0.0005876923,0.002024526,0.001368108,0.001548578,0.009146051],"category_scores_gemma":[0.0006247221,0.0003151793,0.0003869082,0.001578139,0.001978577,0.004169864,0.00176318,0.003417075,0.004760933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786635,"about_ca_system_score_gemma":0.001820326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002347315,"about_ca_topic_score_gemma":0.004694001,"domain_scores_codex":[0.999676,0.00007331053,0.00001667999,0.00004891757,0.0001346687,0.00005047765],"domain_scores_gemma":[0.9998226,0.00007409026,0.00001760911,0.00001161523,0.00004895895,0.00002516396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008673702,0.00005502677,0.0001019351,0.01127954,0.00004528036,0.0001555044,0.0001239372,0.0004082563,0.002317473,0.09039588,0.104675,0.7903554],"study_design_scores_gemma":[0.000002192379,0.000009298371,0.00008885332,0.0007350603,0.000005125698,0.0001073591,0.00002637735,0.00001995631,0.0001476267,0.003836579,0.9950172,0.000004454821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009445108,0.988607,0.0002538549,0.001077625,0.001379952,0.000003457794,0.00001376169,0.00001064899,0.008559351],"genre_scores_gemma":[0.001438374,0.9893131,0.0002541727,0.001183051,0.0006399913,0.000007204164,0.00001991305,0.000005235052,0.00713899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009146051,"threshold_uncertainty_score":0.03059661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06910414390630472,"score_gpt":0.3928117886877087,"score_spread":0.323707644781404,"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."}}