{"id":"W4391545506","doi":"10.14361/9783839470268-toc","title":"Contents","year":2024,"lang":"tr","type":"paratext","venue":"Neue Ökologie","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","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":[0.0006648101,0.00196145,0.00223053,0.000941394,0.0002561946,0.0007764345,0.002496157,0.002991461,0.02529764],"category_scores_gemma":[0.0008988592,0.0018182,0.00105589,0.001320647,0.0009773243,0.0002389095,0.001832305,0.004249849,0.9694692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001352721,"about_ca_system_score_gemma":0.0007500884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002303724,"about_ca_topic_score_gemma":0.00004939472,"domain_scores_codex":[0.9915884,0.0004732173,0.001414413,0.002947238,0.001142703,0.002434001],"domain_scores_gemma":[0.9958591,0.000571301,0.0006566067,0.001876,0.0005020146,0.0005349356],"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":[0.0002408342,0.0002625629,0.0002957377,0.0008457626,0.0009610686,0.001428718,0.0001213199,0.00004957044,0.004509561,0.0009949025,0.9883625,0.001927497],"study_design_scores_gemma":[0.001007301,0.0005257519,0.001032451,0.001218928,0.0009146785,0.0001294292,0.0001553266,0.0001966234,0.00143181,0.001054112,0.9906544,0.001679172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02409404,0.06222293,0.000009396419,0.001947428,0.06106675,0.002117599,0.01083179,0.001751775,0.8359583],"genre_scores_gemma":[0.2224851,0.003972187,0.0001439637,0.001027983,0.00345136,0.000351473,0.001697224,0.00118578,0.765685],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9441716,"threshold_uncertainty_score":0.9993129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1686191382183384,"score_gpt":0.3684963083071303,"score_spread":0.1998771700887918,"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."}}