{"id":"W7127090857","doi":"10.18357/wg24202227","title":"Research Note","year":2022,"lang":"","type":"article","venue":"Western Geography","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Terrain; Extensional definition; TRACE (psycholinguistics); Structural basin; Basin and Range Province; Range (aeronautics)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002010351,0.0002031167,0.0002706418,0.0003813337,0.002828312,0.0001960002,0.0006222746,0.00007644373,0.02060047],"category_scores_gemma":[0.00002713123,0.0001838832,0.0002165369,0.001990772,0.0003067994,0.0001812909,0.0004433767,0.001024049,0.003329172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001174846,"about_ca_system_score_gemma":0.00004576331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004165007,"about_ca_topic_score_gemma":0.001173772,"domain_scores_codex":[0.9957339,0.000896619,0.0003428036,0.0006514582,0.001375544,0.0009996492],"domain_scores_gemma":[0.9988051,0.000450927,0.00009273079,0.0003712483,0.0000990386,0.0001809332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001128974,0.00008053607,0.9441888,0.00002130699,0.00003546245,0.00003231393,0.0006336737,0.009655328,0.000002614144,0.00003813821,0.002031948,0.04316694],"study_design_scores_gemma":[0.0002288042,0.001387853,0.6420779,0.000005298776,0.00001166114,0.000006442021,0.002296538,0.001079071,0.000001467813,0.001131833,0.3515779,0.0001952436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467196,0.01056676,0.00005294173,0.005927556,0.003407998,0.0007881373,0.0003165966,0.00006176702,0.03215861],"genre_scores_gemma":[0.9965305,0.0009541984,0.00005331658,0.0006459877,0.0002338848,0.00002298689,0.0001253573,0.000005646917,0.001428168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.349546,"threshold_uncertainty_score":0.9984699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06399827383310902,"score_gpt":0.2919184160130942,"score_spread":0.2279201421799852,"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."}}