{"id":"W2373129166","doi":"","title":"Area,Determinant,Integral Factor and Green Formulation","year":2007,"lang":"en","type":"article","venue":"Shuxue de shijian yu renshi","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mathematics; Factor (programming language); Applied mathematics; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001058713,0.0001136964,0.00008845641,0.00001388846,0.00005224688,0.00001924548,0.00009663127,0.00009888275,0.0004297651],"category_scores_gemma":[0.00003733824,0.0001059565,0.00003713863,0.00008801606,0.00005449977,0.0001057353,0.00006440846,0.0001472475,0.00002557036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070704,"about_ca_system_score_gemma":0.000003099871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001023397,"about_ca_topic_score_gemma":0.00009292844,"domain_scores_codex":[0.9992656,0.00000374788,0.0001313011,0.0001872371,0.0001207785,0.000291365],"domain_scores_gemma":[0.9996316,0.000042286,0.00002967844,0.0001339582,0.000002814114,0.0001596123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003799044,0.00003013966,0.1125192,0.00004629872,0.000008944789,0.00006035079,0.0008753529,0.00009212369,0.8084919,0.0001169668,0.0002901902,0.07743046],"study_design_scores_gemma":[0.000494856,0.00004598662,0.3661922,0.0000509845,0.0000165488,0.00009617294,0.0001238201,0.005219866,0.613552,0.001709408,0.0119961,0.0005021087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870732,0.00001577759,0.001248768,0.00006678491,0.00002972274,0.00004860261,0.000006468342,0.00004776772,0.01146295],"genre_scores_gemma":[0.9983242,0.000003341889,0.0006452333,0.00005917912,0.00006158041,0.000001791639,0.000008314087,0.00001072892,0.0008856244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.253673,"threshold_uncertainty_score":0.4705626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00821042341984978,"score_gpt":0.2128516318334922,"score_spread":0.2046412084136424,"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."}}