{"id":"W7139236065","doi":"","title":"Swordfish","year":2004,"lang":"","type":"article","venue":"Digital Commons - Ursinus (Ursinus College)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.001188554,0.004231873,0.004137703,0.002847292,0.003347121,0.00493343,0.004809569,0.001986426,0.000977641],"category_scores_gemma":[0.0009983547,0.005213927,0.002632362,0.01141069,0.005242109,0.007627374,0.001755613,0.003627147,0.04196973],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01026915,"about_ca_system_score_gemma":0.005373774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007721833,"about_ca_topic_score_gemma":0.001857859,"domain_scores_codex":[0.9792297,0.0006360074,0.004263115,0.00439411,0.004376675,0.007100326],"domain_scores_gemma":[0.985102,0.0009606645,0.001735848,0.006183124,0.001677457,0.004340902],"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":[0.01079769,0.03713463,0.01154355,0.0007192342,0.004264161,0.01264369,0.007548586,0.00410793,0.0008349127,0.1640572,0.7034127,0.04293577],"study_design_scores_gemma":[0.04371419,0.008564769,0.02672571,0.005814041,0.00266065,0.01041325,0.00806738,0.000602603,0.002587476,0.06641622,0.8093196,0.01511417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4263806,0.007543035,0.0004214052,0.01083666,0.008075612,0.005734982,0.03796289,0.002780047,0.5002648],"genre_scores_gemma":[0.977585,0.00004738614,0.0007715818,0.0007853046,0.001510565,0.0002171105,0.001455612,0.001851028,0.01577646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5512043,"threshold_uncertainty_score":0.9999356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01763521002167469,"score_gpt":0.243497073827633,"score_spread":0.2258618638059583,"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."}}