{"id":"W2231511177","doi":"","title":"Study on Environment Protect Industry Present Condition and Structure Adjustment","year":2016,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Profit (economics); Business; Industrial organization; Product (mathematics); Production (economics); Adaptation (eye); Natural resource economics; Environmental economics; Environmental resource management; Environmental protection; Environmental science; Economics; Microeconomics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003993651,0.00008594507,0.0000931916,0.001347762,0.001243968,0.00125001,0.0002372669,0.0004505876,0.006713377],"category_scores_gemma":[0.001526123,0.00006794801,0.0001898901,0.001549127,0.0007724352,0.001498685,0.0008292213,0.0003977688,0.0003565788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331776,"about_ca_system_score_gemma":0.001092301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00663633,"about_ca_topic_score_gemma":0.008584524,"domain_scores_codex":[0.9995414,0.00009658604,0.00002000293,0.00005980743,0.0001433851,0.0001388869],"domain_scores_gemma":[0.9993765,0.0001157068,0.0001510853,0.00002216495,0.0001460418,0.0001885882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001575954,0.0005768757,0.7531794,0.0001557867,0.00004551815,0.001845444,0.04172803,0.002070894,0.002127175,0.1162234,0.007481526,0.07440842],"study_design_scores_gemma":[0.00001090922,0.0002011795,0.8701374,0.00008415493,0.00003651901,0.0005006,0.06522831,0.003471375,0.0006247081,0.01573045,0.04394974,0.00002465198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555407,0.0002890421,0.0004710949,0.001884801,0.00002054542,0.00001409004,0.0000956392,0.000004830122,0.0416793],"genre_scores_gemma":[0.9956812,0.0002884461,0.00007743995,0.00004741581,0.00002139549,0.000003744957,0.0000607796,0.000001319648,0.003818426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006713377,"threshold_uncertainty_score":0.02245855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04372235720406448,"score_gpt":0.3220402106046478,"score_spread":0.2783178534005833,"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."}}