{"id":"W4377261076","doi":"10.1515/9780773576179-fm","title":"Front Matter","year":2009,"lang":"en","type":"paratext","venue":"McGill-Queen's University Press eBooks","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front (military); Geology; Oceanography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001271106,0.0004902975,0.0004589791,0.0001471504,0.0003756678,0.00006529486,0.0009988764,0.0004340963,0.00697904],"category_scores_gemma":[0.000002911346,0.0005222823,0.0002341136,0.00003574231,0.0001867957,0.0001578522,0.001026287,0.0005299167,0.01541863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000484149,"about_ca_system_score_gemma":0.000006487678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004368002,"about_ca_topic_score_gemma":6.015593e-7,"domain_scores_codex":[0.997762,0.0001689624,0.0002430192,0.0008389981,0.0004496,0.0005374826],"domain_scores_gemma":[0.998731,0.00002864584,0.0002467755,0.0008068121,0.00001436311,0.0001724486],"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":[0.00003750623,0.00004478974,0.00003136869,0.00004145914,0.00005217887,0.00006904709,0.00003222603,0.0002308063,0.00001697512,0.0007247732,0.9943129,0.00440592],"study_design_scores_gemma":[0.0002595794,0.00006700397,0.0002118472,0.0001023616,0.0000980618,0.000001106191,0.00002198888,0.00001980614,0.0007708232,0.00004107474,0.9978179,0.0005884633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005158717,0.000001200212,0.0005469552,0.000177852,0.0003614793,0.0005426458,0.0001616352,0.0002258561,0.9979308],"genre_scores_gemma":[0.001354713,0.0001739313,0.001117995,0.0006580149,0.00007912935,0.000003305849,0.00008105134,0.00004730974,0.9964846],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008439589,"threshold_uncertainty_score":0.9997229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009715881591311416,"score_gpt":0.2069132913323667,"score_spread":0.1971974097410553,"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."}}