{"id":"W4235303347","doi":"10.2172/802833","title":"HORIZON SENSING","year":2002,"lang":"en","type":"report","venue":"","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Horizon; Certification; Coal; Coal mining; Quarter (Canadian coin); Function (biology); Engineering; Production (economics); Mining engineering; Operations research; Waste management; Geography; Archaeology; Management; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005549983,0.0002143018,0.0003191497,0.0002426649,0.00008456877,0.00007391656,0.0006870914,0.0005524216,0.0000472337],"category_scores_gemma":[0.0001253273,0.0001845612,0.0001124419,0.0002469333,0.00002881823,0.0001001672,0.0000499923,0.0003739925,0.0004912834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772427,"about_ca_system_score_gemma":0.0001605242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000116992,"about_ca_topic_score_gemma":0.00001911233,"domain_scores_codex":[0.9979879,0.00004133683,0.0003017084,0.0005174307,0.000857291,0.000294293],"domain_scores_gemma":[0.9983277,0.00002752611,0.0001887114,0.001111308,0.0002929104,0.00005189446],"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":[3.623631e-7,0.0000272703,0.0001142067,0.00008916596,0.00009488346,0.0002263472,0.00004130381,8.607468e-7,0.001374146,0.004700167,0.6243197,0.3690116],"study_design_scores_gemma":[0.00008937726,0.00006569143,0.00004730563,0.0001418549,0.0000171323,0.0007350459,0.000007200402,0.0005771613,0.006031087,0.0003368397,0.9915709,0.0003804193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007116562,0.001048274,0.1937649,0.0003984764,0.005245505,0.0001865779,6.308712e-7,0.001395967,0.7978886],"genre_scores_gemma":[0.3177513,0.002575288,0.08128362,0.000465762,0.003042607,0.00001677723,0.00001705083,0.0001338704,0.5947137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3686311,"threshold_uncertainty_score":0.7526188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08447460284444934,"score_gpt":0.2745860516636614,"score_spread":0.190111448819212,"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."}}