{"id":"W4416896770","doi":"10.1515/9783839476055-008","title":"Trans-Land","year":2025,"lang":"","type":"book-chapter","venue":"transcript Verlag eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001187225,0.004962965,0.00463454,0.002408803,0.001237676,0.000595838,0.003075289,0.004125383,0.01729054],"category_scores_gemma":[0.00003030477,0.005773177,0.004242808,0.0001735858,0.002659151,0.000341603,0.0001167585,0.005100593,0.008108958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008579497,"about_ca_system_score_gemma":0.001940788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002800297,"about_ca_topic_score_gemma":0.001273418,"domain_scores_codex":[0.9853076,0.0003738319,0.003909986,0.00431614,0.002859185,0.003233301],"domain_scores_gemma":[0.9925883,0.0003770341,0.000764137,0.0039998,0.0007777903,0.001492973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009147633,0.0006096117,0.00007552072,0.007209,0.009696195,0.002387299,0.008442972,0.00004019728,0.1010644,0.7183596,0.02068455,0.122283],"study_design_scores_gemma":[0.009313631,0.0008692279,0.0000529974,0.005481084,0.007336027,0.0001223229,0.00007077901,0.0001338158,0.003790911,0.01511574,0.9528226,0.004890845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002412702,0.006064555,0.001803627,0.000248547,0.00478588,0.005002931,0.008167101,0.001400799,0.9722853],"genre_scores_gemma":[0.1436638,0.0006611922,0.0004688445,0.001040157,0.0007884857,0.0001910044,0.0003601171,0.001698742,0.8511276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9321381,"threshold_uncertainty_score":0.9971947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719445594196922,"score_gpt":0.2375846931369045,"score_spread":0.2103902371949353,"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."}}