{"id":"W7153685490","doi":"","title":"Lewis on the Birds of Antigonish, Nova Scotia","year":2024,"lang":"","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0006559598,0.0006673656,0.001135757,0.001282942,0.001889593,0.0001831866,0.002430327,0.0003705697,0.003236667],"category_scores_gemma":[0.00006809099,0.0007211664,0.001289454,0.001069616,0.009244566,0.002178716,0.0007087887,0.001091943,0.0009484084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003743137,"about_ca_system_score_gemma":0.0006611126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001990874,"about_ca_topic_score_gemma":0.001232711,"domain_scores_codex":[0.9962177,0.0001538625,0.0005282359,0.000967512,0.001384392,0.0007483537],"domain_scores_gemma":[0.9967192,0.0004901345,0.0007174452,0.001080519,0.0006391182,0.0003535141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003570547,0.0008004624,0.006110229,0.002270813,0.002144509,0.0006950867,0.7611695,0.0002608323,0.0005034075,0.156824,0.05905116,0.006599441],"study_design_scores_gemma":[0.002188256,0.001966588,0.004441565,0.002739665,0.00123542,0.00001080433,0.5048663,0.0009384301,0.0002689261,0.0004971621,0.4790515,0.001795338],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8816882,0.001605518,0.0002144506,0.0009795111,0.003390543,0.0005136807,0.00475078,0.0001606278,0.1066967],"genre_scores_gemma":[0.9825644,0.00008811123,0.00005424935,0.00003526663,0.0002615245,3.17847e-8,0.00005637657,0.00004656878,0.01689351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4200004,"threshold_uncertainty_score":0.9998295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265751427618855,"score_gpt":0.1870543172424472,"score_spread":0.1543968029662587,"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."}}