{"id":"W2356168256","doi":"","title":"Discussion on Construction of Greening Biological Laboratory","year":2014,"lang":"en","type":"article","venue":"Experiment Science and Technology","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Greening; Pollutant; Environmental pollution; Engineering; Pollution; Sustainable development; Environmental science; Biological materials; Biochemical engineering; Waste management; Environmental protection; Ecology; Biology","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":[0.003349219,0.0005717041,0.0003241051,0.001357683,0.00421761,0.003974886,0.0015215,0.003538318,0.00847592],"category_scores_gemma":[0.002449051,0.0002817282,0.001406575,0.001295513,0.00260571,0.005732015,0.002441192,0.002392334,0.001223332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00332302,"about_ca_system_score_gemma":0.00428856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004609666,"about_ca_topic_score_gemma":0.002933589,"domain_scores_codex":[0.9958977,0.001258721,0.0002643245,0.0005651363,0.001591522,0.0004225106],"domain_scores_gemma":[0.9985482,0.000427985,0.0001139958,0.0001319943,0.0006155195,0.0001621688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001860273,0.00009417316,0.004408267,0.002343522,0.00003374872,0.002202063,0.006026421,0.002684602,0.01422232,0.7731064,0.04741044,0.147282],"study_design_scores_gemma":[0.00002234857,0.0001044765,0.001755746,0.0004975741,0.00003259522,0.0008550809,0.005302153,0.001036197,0.009664755,0.05681895,0.9238421,0.00006809697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06019234,0.06164483,0.184416,0.1768429,0.014255,0.0007633885,0.0005595034,0.0006663659,0.5006597],"genre_scores_gemma":[0.5764134,0.08550172,0.08881188,0.04521737,0.005272569,0.001269287,0.0008937703,0.0004239063,0.1961962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00847592,"threshold_uncertainty_score":0.02835482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007812765769920448,"score_gpt":0.238407459491837,"score_spread":0.2305946937219165,"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."}}