{"id":"W4377241287","doi":"10.1515/9780773571198-fm","title":"Front Matter","year":2004,"lang":"en","type":"paratext","venue":"Concrete","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill-Queen's University Press","funders":"","keywords":"Geology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001297705,0.0005357862,0.0006881855,0.0001763238,0.00006776587,0.0001135686,0.0005699528,0.0005821863,0.4552571],"category_scores_gemma":[0.00001694161,0.0005275344,0.0002431363,0.0000907703,0.0001706559,0.00008761202,0.0001653581,0.0006884337,0.9958262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000549686,"about_ca_system_score_gemma":0.0004138079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002077799,"about_ca_topic_score_gemma":0.000003442563,"domain_scores_codex":[0.9979282,0.00009036456,0.0003683179,0.0006488383,0.0003645853,0.0005997164],"domain_scores_gemma":[0.9984478,0.00003599022,0.0002790407,0.0009562108,0.0001020806,0.0001788968],"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":[0.00002439715,4.770899e-7,0.00001044517,0.00008817849,0.0001014983,0.00003012222,0.000092906,0.00001551677,0.00129661,0.00001189309,0.9983029,0.00002508932],"study_design_scores_gemma":[0.0005895971,0.00002543124,0.00005477019,0.000312435,0.00008264461,0.00002113631,0.000006562806,0.000004856443,0.001288873,0.00003009547,0.9969407,0.0006428953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008421806,0.006329527,0.00008472228,0.0001342658,0.004020958,0.0004386271,0.002080074,0.000124218,0.9859454],"genre_scores_gemma":[0.002208634,0.00005578925,0.0004051554,0.001630291,0.001545015,0.00008140303,0.001803777,0.000497608,0.9917724],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5405692,"threshold_uncertainty_score":0.9997176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549731752110815,"score_gpt":0.262098398039151,"score_spread":0.2466010805180429,"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."}}