{"id":"W1812799327","doi":"","title":"Interview with John D. Baldeschwieler","year":2003,"lang":"en","type":"article","venue":"The Caltech Institute Archives (California Institute of Technology)","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"California Institute of Technology","keywords":"Bachelor; Library science; Administration (probate law); George (robot); Chemist; Management; Advisory committee; Political science; Engineering; Art history; Law; Chemistry; History; Public administration","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003622639,0.0005222057,0.0006268432,0.0003206822,0.0004218561,0.00005138126,0.001994603,0.0003482162,0.0004936764],"category_scores_gemma":[0.0006654093,0.0003532702,0.0002134256,0.0009276756,0.004147393,0.00027186,0.0004971421,0.001461768,0.0001115661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029263,"about_ca_system_score_gemma":0.0005176418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002256539,"about_ca_topic_score_gemma":0.00006324021,"domain_scores_codex":[0.9971654,0.00004399093,0.0007125406,0.0006791591,0.0005125805,0.0008862802],"domain_scores_gemma":[0.9973239,0.00006884655,0.0003168243,0.001962077,0.000116736,0.0002116634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003751683,0.001075943,0.004681984,0.002528722,0.001214117,0.000594929,0.0002683405,0.0008801838,0.453856,0.3707259,0.001718118,0.1620806],"study_design_scores_gemma":[0.0008419238,0.00006713969,0.00001616746,0.0004039072,0.00006453536,0.0003484456,0.00008865225,0.0001311178,0.3194829,0.007196386,0.6710142,0.0003446734],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5559666,0.002105468,0.03173973,0.01280408,0.0005507703,0.001067254,0.0003769886,0.001653867,0.3937353],"genre_scores_gemma":[0.9653833,0.0008248999,0.02941671,0.0003160179,0.0001265055,0.0002792099,0.00007079301,0.00009629715,0.003486283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.669296,"threshold_uncertainty_score":0.9998919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02002781832361901,"score_gpt":0.2456319259599345,"score_spread":0.2256041076363154,"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."}}