{"id":"W6990051159","doi":"","title":"Colombia Crawler Excavator Market to Reach 3.07 Thousand Units by 2030, Generating $323.1 Million Revenue – Arizton – US and Canada Report","year":2025,"lang":"en","type":"other","venue":"","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Revenue; Excavator; Web crawler; Government (linguistics); Work (physics)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002075658,0.0002939992,0.0003831994,0.0001087916,0.00004947684,0.00005751319,0.0001354208,0.0003167802,0.001162234],"category_scores_gemma":[0.00005497365,0.0003263261,0.00002089351,0.00009944189,0.00001082029,0.00002147601,0.00007832114,0.0002039023,0.000004306307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970406,"about_ca_system_score_gemma":0.0001956995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4228602,"about_ca_topic_score_gemma":0.6008675,"domain_scores_codex":[0.9989235,0.00001817121,0.0003351904,0.0003620882,0.00008755183,0.000273532],"domain_scores_gemma":[0.9993147,0.00002878707,0.00008777188,0.0004099259,0.00002782159,0.0001310271],"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":[0.00000247941,0.000002238231,0.0003352777,0.0001081294,0.00004631003,0.00004421723,0.000009520801,0.00003351961,0.0002100748,0.00001272323,0.9982123,0.0009832379],"study_design_scores_gemma":[0.00008044501,0.00001371745,0.00004685614,0.0002125808,0.00002087501,0.0000264008,0.0000091183,0.00138528,0.0004734889,0.000006029257,0.997362,0.000363268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01195987,0.001083918,0.002784895,0.0001036892,0.001127057,0.0006541606,0.001101878,0.0006352563,0.9805493],"genre_scores_gemma":[0.0007114061,0.0005891608,0.01148778,0.00031948,0.0002196081,0.00005365037,0.0002239167,0.0003168815,0.9860781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1780073,"threshold_uncertainty_score":0.9999189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005502788811934192,"score_gpt":0.1889550807481332,"score_spread":0.1834522919361991,"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."}}