{"id":"W2912364988","doi":"10.1201/9780429424243","title":"Reaction Green Metrics","year":2018,"lang":"en","type":"book","venue":"","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008503862,0.001515998,0.001009578,0.002109839,0.001346185,0.005683516,0.001862273,0.002136675,0.1240175],"category_scores_gemma":[0.002920917,0.0008654816,0.001052672,0.002364574,0.001210766,0.00703692,0.00313597,0.004103913,0.07457715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003031018,"about_ca_system_score_gemma":0.001668304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640634,"about_ca_topic_score_gemma":0.002485866,"domain_scores_codex":[0.9982262,0.0001721871,0.00006424302,0.0003020402,0.001131744,0.0001035339],"domain_scores_gemma":[0.999245,0.0001807934,0.00003916915,0.0001352982,0.0003327774,0.00006684332],"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":[0.00002495548,0.00003770372,0.00009717748,0.0005349002,0.00001403664,0.00007520925,0.0001880309,0.002133078,0.001467202,0.3314157,0.5172174,0.1467945],"study_design_scores_gemma":[0.000002266404,0.000009681509,0.0000493128,0.0001068745,0.000002695222,0.0000667735,0.00003494538,0.0006118637,0.0006239385,0.02590106,0.9725797,0.00001100898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001075256,0.01947198,0.049153,0.006400178,0.006908653,0.0001599175,0.00176142,0.003089891,0.9119798],"genre_scores_gemma":[0.01141159,0.01436545,0.02357428,0.002065572,0.0008321619,0.0001788192,0.001706419,0.002324911,0.9435407],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1240175,"threshold_uncertainty_score":0.4148799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006706990484090966,"score_gpt":0.1788614642348007,"score_spread":0.1721544737507098,"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."}}