{"id":"W4244348566","doi":"10.4095/301178","title":"Commercial Land Use: Industrial Zones","year":2010,"lang":"en","type":"report","venue":"","topic":"Economic Zones and Regional Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009129936,0.0003801443,0.00106258,0.0003510729,0.0001371151,0.0002066505,0.0003623474,0.001301816,0.00424899],"category_scores_gemma":[0.0002322778,0.0003813486,0.0003012844,0.0001073501,0.00009373279,0.0001781895,0.0001873886,0.001006451,0.002116782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002839842,"about_ca_system_score_gemma":0.0005142392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007013805,"about_ca_topic_score_gemma":0.002080505,"domain_scores_codex":[0.9975688,0.000009111612,0.001247067,0.0006774239,0.00009224916,0.000405324],"domain_scores_gemma":[0.9983464,0.00009670747,0.0008108426,0.0004834552,0.00009947096,0.0001631576],"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":[0.00002043716,0.0001190249,0.3237965,0.0000587312,0.0003220279,0.00002024429,0.00004941868,0.000003749956,2.754992e-7,0.05940709,0.6080444,0.008158075],"study_design_scores_gemma":[0.0004524475,0.00002262665,0.05529913,0.00003320174,0.00001054448,0.00003501155,0.000004084306,0.00001052853,0.000001883437,0.003026547,0.940564,0.000539984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05343536,0.001835103,0.000266468,0.003022502,0.03128579,0.0007497976,0.001221765,0.0001431641,0.90804],"genre_scores_gemma":[0.08926476,0.01626742,0.003771228,0.001640233,0.01784301,0.0001873783,0.002136451,0.0003890863,0.8685004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3325196,"threshold_uncertainty_score":0.9999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2264949000885762,"score_gpt":0.2636503522304505,"score_spread":0.03715545214187424,"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."}}