{"id":"W2951462331","doi":"10.1002/chin.201142223","title":"ChemInform Abstract: Searching for Green Solvents","year":2011,"lang":"en","type":"article","venue":"ChemInform","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Chemistry; Organic chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001082003,0.0001509503,0.0001159182,0.000009697404,0.0000682777,0.00001161965,0.000310648,0.00009816771,0.006586541],"category_scores_gemma":[0.00004078555,0.0001458644,0.00009837936,0.00007920826,0.00007482302,0.0002654855,0.0001617976,0.0001431423,0.0002005254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266048,"about_ca_system_score_gemma":0.000007277672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007468983,"about_ca_topic_score_gemma":0.000002626527,"domain_scores_codex":[0.9990612,6.930307e-9,0.0002087526,0.0001780653,0.000177808,0.0003741772],"domain_scores_gemma":[0.9995209,0.00002638181,0.00005341498,0.0002176154,0.000006795263,0.0001749012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006258964,0.000089441,0.0003304225,0.0002503698,0.00002886164,0.000004665696,0.002197073,0.000002459034,0.1683744,0.00006297303,0.01989203,0.8087047],"study_design_scores_gemma":[0.0002713593,0.00001060637,0.0008574794,0.0000164775,0.000007467071,0.000007211304,0.00007658583,0.00007730339,0.9445602,0.0003288823,0.0535766,0.0002097654],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03756152,0.000006262761,0.000004587794,0.0000175133,0.0000399225,0.0001207975,0.000008435921,0.00007783181,0.9621632],"genre_scores_gemma":[0.9542108,0.000003865468,0.0004085479,0.00008323629,0.00009126472,0.00005767779,0.00003775734,0.00002139873,0.04508549],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9170777,"threshold_uncertainty_score":0.9943216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02116144175867747,"score_gpt":0.2205442650801876,"score_spread":0.1993828233215101,"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."}}