{"id":"W2002295084","doi":"10.1063/1.1897535","title":"Gerald James Small","year":2005,"lang":"en","type":"article","venue":"Physics Today","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Battle; Art history; Chemistry; Library science; Physics; History; Archaeology; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006307557,0.0001564219,0.0001482062,0.000008868076,0.00008248504,0.00005943878,0.0003501557,0.00008458478,0.001397339],"category_scores_gemma":[0.00004729822,0.0001578693,0.00009696172,0.0000807347,0.00005648023,0.00009467862,0.0001227896,0.0003379644,0.0004578465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000960933,"about_ca_system_score_gemma":0.00006416337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003114873,"about_ca_topic_score_gemma":0.000007226677,"domain_scores_codex":[0.9989402,0.000007561128,0.0001502477,0.0002656964,0.0002423458,0.0003939268],"domain_scores_gemma":[0.9991948,0.00005808127,0.00004833589,0.0005003026,0.0000626761,0.0001358315],"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":[0.00002273367,0.000390571,0.004310467,0.0002347186,0.0001123428,0.00002222335,0.0006140277,0.0002741215,0.8191805,0.005107494,0.02174377,0.147987],"study_design_scores_gemma":[0.0002775802,0.000004342684,0.00003627257,0.0000179931,0.000008592928,0.00000443114,0.00002043804,0.000928611,0.7587948,0.002977758,0.2367291,0.000200023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5949417,0.0002267636,0.0003792141,0.002997135,0.00004790416,0.00005482598,0.00003077756,0.0002867668,0.4010349],"genre_scores_gemma":[0.9602178,0.00003529818,0.001728787,0.0002763885,0.002161249,0.00002314433,0.00003959531,0.00003925491,0.03547852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3655564,"threshold_uncertainty_score":0.9995155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817195074989383,"score_gpt":0.2699032570712106,"score_spread":0.2417313063213168,"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."}}