{"id":"W4253467479","doi":"10.2307/25433941","title":"","year":2008,"lang":"en","type":"article","venue":"APT Bulletin","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005261615,0.0003383414,0.0003562812,0.000161331,0.0005734594,0.00002625467,0.0005492871,0.0001118931,0.001704123],"category_scores_gemma":[0.0005083238,0.0003409674,0.0001711895,0.0004693756,0.0004375297,0.00007502735,0.0001822645,0.0003170662,0.07484741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001074402,"about_ca_system_score_gemma":0.00005012372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007741683,"about_ca_topic_score_gemma":0.00002461988,"domain_scores_codex":[0.9970371,0.0002247872,0.0004575724,0.0006448383,0.0006949936,0.000940675],"domain_scores_gemma":[0.9982476,0.0002294957,0.000155905,0.0008788499,0.0001506139,0.0003375252],"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":[0.0005163075,0.000632011,0.1003026,0.00001101121,0.00008079531,0.001984557,0.003569348,0.000262992,0.06445032,0.001822189,0.8258542,0.0005136381],"study_design_scores_gemma":[0.002302064,0.0001427784,0.1686351,0.00001549464,0.00001625565,0.001259729,0.0001969462,0.00002475158,0.01328169,0.0001348435,0.8134613,0.000528988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801602,0.0002447367,0.0001046715,0.01229541,0.0001040359,0.0003303958,0.00001820411,0.00112543,0.005616878],"genre_scores_gemma":[0.9904745,0.00002745461,0.004310537,0.00267354,0.0002351806,0.00008907089,0.00001759856,0.0001750682,0.001997015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07314328,"threshold_uncertainty_score":0.9999042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02378860994032277,"score_gpt":0.2110969185143854,"score_spread":0.1873083085740626,"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."}}