{"id":"W4235682748","doi":"10.2307/25515382","title":"Electric Light","year":2001,"lang":"en","type":"article","venue":"The Canadian Journal of Irish Studies","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Electric light; Physics; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003534941,0.0000715608,0.0001153712,0.00006328947,0.0001759529,0.00001994649,0.0003474517,0.00006262219,0.00003586117],"category_scores_gemma":[0.0005709697,0.00004154862,0.0000746413,0.0001824226,0.0001993585,0.000001907267,0.00003336631,0.0001956822,0.000004342504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006534469,"about_ca_system_score_gemma":0.0003440474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002117769,"about_ca_topic_score_gemma":0.002074198,"domain_scores_codex":[0.9993011,0.0000321862,0.0001657078,0.00007513372,0.0001604925,0.0002653757],"domain_scores_gemma":[0.9993285,0.00002155602,0.00006320707,0.0001334883,0.0002396241,0.0002136031],"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":[0.00004022585,0.00001130421,0.002155626,0.000005501045,0.0001776988,0.00007909543,0.00007726873,3.88051e-7,0.1450599,0.00008395104,0.8500719,0.002237121],"study_design_scores_gemma":[0.0001458957,0.000378061,0.0006147557,0.00002107859,0.00001793278,0.0002631987,0.0001552848,8.511905e-7,0.2104993,0.001422657,0.7863996,0.00008139254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8814325,0.05164406,0.00018878,0.02559353,0.0003430829,0.0001275685,0.000003171099,0.000006868182,0.04066039],"genre_scores_gemma":[0.9926005,0.00438068,0.0001452201,0.0007395436,0.0005473002,0.000003051756,8.049694e-7,0.000007450353,0.001575449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1111679,"threshold_uncertainty_score":0.1694303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763375500071108,"score_gpt":0.3455514760701742,"score_spread":0.3179177210694631,"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."}}