{"id":"W2758965945","doi":"10.5539/jsd.v10n5p44","title":"Clean Cane Production Techniques and Environmental Sustainablility: A Review","year":2017,"lang":"en","type":"review","venue":"Journal of Sustainable Development","topic":"Sugarcane Cultivation and Processing","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cane; Production (economics); Sugar cane; Natural resource economics; Business; Quality (philosophy); Agriculture; Work (physics); Revenue; Environmental science; Economics; Geography; Engineering; Sugar; Agricultural science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001569899,0.0002930507,0.001045892,0.0000753785,0.0005229981,0.0001504043,0.0003425829,0.0001502905,0.00009110733],"category_scores_gemma":[0.0003084767,0.0001123357,0.0001701013,0.0001908304,0.0000796929,0.0003593408,0.0001698753,0.000357785,0.000001944271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005274842,"about_ca_system_score_gemma":0.0003917777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001433666,"about_ca_topic_score_gemma":0.000005454678,"domain_scores_codex":[0.9980469,0.0001322433,0.0008786727,0.0002670468,0.0003467739,0.0003283705],"domain_scores_gemma":[0.9979734,0.00005917378,0.001514815,0.00008104734,0.0002304412,0.0001410912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005767496,0.0000370598,0.00001323575,0.01615617,0.00004040281,0.0002020021,0.00006800937,4.825642e-9,0.000002131652,0.000009244075,0.001112487,0.9823535],"study_design_scores_gemma":[0.00003679397,0.00007540995,0.00008908264,0.0178852,0.000137324,0.0007813856,0.002072767,2.096618e-8,0.00002430356,0.0000323373,0.9786258,0.0002395986],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004852122,0.9980422,4.289026e-7,0.000454279,0.00006743223,0.0007327379,0.000002535288,0.0000158377,0.000199393],"genre_scores_gemma":[0.000124018,0.9941159,0.0001795797,0.00006120557,0.0003142575,0.00003648933,0.00005113663,0.000003239048,0.005114157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9821139,"threshold_uncertainty_score":0.4580918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06227517286329404,"score_gpt":0.3078662733505477,"score_spread":0.2455911004872536,"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."}}