{"id":"W4233656753","doi":"10.1353/fge.0.0052","title":"Flight","year":2009,"lang":"en","type":"article","venue":"Fourth Genre Explorations in Nonfiction","topic":"Global Development and Urbanization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeronautics; Computer science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0002884216,0.00006537754,0.00006334804,0.0001560595,0.0003939781,0.0000749038,0.00008948764,0.00007894177,0.000158534],"category_scores_gemma":[0.0001070221,0.000072712,0.00002230156,0.0008069964,0.00002282943,0.0005844212,0.000005192892,0.00006849949,0.0002209244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512731,"about_ca_system_score_gemma":0.00009907519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009280648,"about_ca_topic_score_gemma":0.001499424,"domain_scores_codex":[0.9991928,0.00008148178,0.0001731748,0.0001443132,0.0002272088,0.0001810416],"domain_scores_gemma":[0.9996995,0.00001469719,0.00004537263,0.00008885394,0.0001036373,0.00004787976],"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":[0.00003413429,0.0003645786,0.0179306,0.000003697088,0.00001170051,0.000009963193,0.05901378,0.002663105,0.0008758692,0.788821,0.05035958,0.07991199],"study_design_scores_gemma":[0.0006595274,0.000105005,0.1412798,0.00004135127,0.00001440392,0.000001531721,0.01221807,0.001272153,0.0004303824,0.02998226,0.8135142,0.0004813354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2336078,0.0002495116,0.07171412,0.02575658,0.003873083,0.00116266,0.000006099198,0.0007534705,0.6628766],"genre_scores_gemma":[0.9939312,0.0001702382,0.002052013,0.0002086192,0.0002896747,0.00001718666,0.00005033378,0.000004155096,0.003276531],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7631546,"threshold_uncertainty_score":0.3030201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02404226469951037,"score_gpt":0.3018847645731119,"score_spread":0.2778424998736015,"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."}}