{"id":"W4233142612","doi":"10.1242/jcs.257261","title":"First person – Kenneth Kin Lam Wong","year":2020,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"ATP Synthase and ATPases Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Crosstalk; Cell metabolism; Library science; Kin selection; Cognitive science; Physiology; Evolutionary biology; Genetics; Cell; Psychology","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":[0.0003592593,0.00005869046,0.00008172621,0.00003480977,0.0001131149,0.00004666421,0.0004407584,0.00003397187,0.00006193279],"category_scores_gemma":[0.0001824854,0.00004516261,0.00007001681,0.0002146513,0.0002037043,0.0000117972,0.00007968826,0.0001195189,0.00001536591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001206646,"about_ca_system_score_gemma":0.000227711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003078477,"about_ca_topic_score_gemma":0.000002329571,"domain_scores_codex":[0.9991497,0.00001832673,0.0001241809,0.0001438582,0.0003597916,0.0002040945],"domain_scores_gemma":[0.9994196,0.00001107197,0.00009887908,0.00009526649,0.0001371654,0.0002379851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003472383,0.00002091256,0.0005189722,0.000009396643,0.000003201884,0.0000240179,0.00008983301,0.0001190879,0.9943858,0.000004664385,0.004023965,0.0007653622],"study_design_scores_gemma":[0.0002675674,0.0005904648,0.001025036,0.00001178543,0.000004914867,0.00001488391,0.00023504,0.0006305481,0.9209072,0.000006225669,0.07622524,0.00008109189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920015,0.0005896656,0.0009862287,0.002172952,0.00007690736,0.00003376759,0.000001534979,0.000001743314,0.004135665],"genre_scores_gemma":[0.9976305,0.0002546974,0.001080988,0.0003432446,0.0003674636,3.239518e-7,4.449083e-7,0.000004879249,0.0003174262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07347866,"threshold_uncertainty_score":0.1841678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573544994523194,"score_gpt":0.2791072244543752,"score_spread":0.2533717745091433,"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."}}