{"id":"W4235003734","doi":"10.1149/2.007011if","title":"Section News - Spring 2001","year":2001,"lang":"en","type":"article","venue":"The Electrochemical Society Interface","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Spring (device); Engineering; Computer science; Mechanical engineering; Operating system","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":["insufficient_payload"],"category_scores_codex":[0.0003263586,0.0001228397,0.0002026313,0.00001621287,0.0001977569,0.00007271612,0.0002970785,0.00007455031,0.003125175],"category_scores_gemma":[0.00004123563,0.0001095409,0.0002067514,0.0001889781,0.0001083184,0.0001214388,0.0001128129,0.0002337446,0.004901793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002006061,"about_ca_system_score_gemma":0.00000574209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002403747,"about_ca_topic_score_gemma":0.00001115599,"domain_scores_codex":[0.9989407,0.000005275649,0.0002747783,0.0003311452,0.00002743362,0.0004206355],"domain_scores_gemma":[0.9995306,0.00003703908,0.0001208503,0.0002422934,0.00001553903,0.00005369995],"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":[0.00005718016,0.0001319098,0.01069078,0.00001511471,0.0004016444,7.304204e-7,0.002994826,0.00007166737,0.02558139,0.01407412,0.9454973,0.0004833612],"study_design_scores_gemma":[0.0003803885,0.00003614959,0.0003762028,0.000007964587,0.00001117998,0.00001036754,0.001115506,0.003385057,0.0104777,0.004911598,0.9789911,0.0002967992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4872795,0.00453831,0.05591046,0.005184724,0.002862662,0.0003334493,0.0000248661,0.0002389602,0.443627],"genre_scores_gemma":[0.8637285,0.001363862,0.000598587,0.0009606901,0.0005216483,0.00001953222,0.000002460167,0.00002139061,0.1327833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.376449,"threshold_uncertainty_score":0.9977861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0288227853244809,"score_gpt":0.2206452105765073,"score_spread":0.1918224252520264,"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."}}