{"id":"W7094657281","doi":"","title":"The Shadowlands","year":2006,"lang":"","type":"article","venue":"The Cupola: Scholarship at Gettysburg College (Gettysburg College)","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fell; Period (music); Gloom; Natural (archaeology); Headline","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","research_integrity","insufficient_payload"],"category_scores_codex":[0.005180521,0.003384578,0.002352515,0.0006848929,0.01244017,0.001983734,0.005157239,0.001605077,0.001960447],"category_scores_gemma":[0.0004784715,0.002210631,0.001903525,0.004018615,0.002011511,0.001882733,0.001860736,0.004018679,0.004125961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002975392,"about_ca_system_score_gemma":0.0008655924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006312262,"about_ca_topic_score_gemma":0.001607976,"domain_scores_codex":[0.983678,0.002030605,0.003545045,0.002346253,0.00328351,0.005116621],"domain_scores_gemma":[0.9886529,0.003474441,0.0009593146,0.00510738,0.0008041626,0.001001747],"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":[0.006908273,0.001954685,0.03608603,0.001076168,0.008025388,0.002484413,0.002429917,0.007759974,0.01429831,0.153373,0.7579328,0.007671047],"study_design_scores_gemma":[0.007258305,0.0007903537,0.0186554,0.0006984152,0.002274845,0.0007024479,0.001002442,0.005156306,0.01908142,0.01902525,0.9211547,0.004200052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5716179,0.2252524,0.0001248503,0.0333007,0.01482968,0.01010164,0.00318795,0.002619362,0.1389655],"genre_scores_gemma":[0.821239,0.003108859,0.0001775705,0.0005961002,0.003951078,0.0008960423,0.0001340717,0.0006832054,0.1692141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2496211,"threshold_uncertainty_score":0.9996911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298845070228859,"score_gpt":0.211206961320697,"score_spread":0.1982185106184084,"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."}}