{"id":"W4236814610","doi":"10.2172/822777","title":"HORIZON SENSING (PROPOSAL NO.51)","year":2003,"lang":"en","type":"report","venue":"","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Horizon; Coal mining; Certification; Coal; Quarter (Canadian coin); Mining engineering; Engineering; Function (biology); Production (economics); Time horizon; Civil engineering; Business; Geography; Waste management; Archaeology; Finance; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004230555,0.0005819546,0.0003464758,0.001868247,0.00110332,0.002041613,0.001813908,0.002937945,0.2748967],"category_scores_gemma":[0.004627863,0.0005671957,0.0003635435,0.0008268172,0.0004438637,0.001755223,0.001376523,0.001194446,0.1583618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557651,"about_ca_system_score_gemma":0.005639023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01144675,"about_ca_topic_score_gemma":0.01125601,"domain_scores_codex":[0.9966479,0.0002790746,0.00007832332,0.0003511289,0.002174785,0.0004687277],"domain_scores_gemma":[0.9950782,0.0004978015,0.0002401398,0.0006482492,0.00272187,0.000813668],"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":[0.00029762,0.0002842961,0.0006865962,0.0001712021,0.00000580042,0.00006932226,0.00008812913,0.0003640112,0.005346396,0.0114292,0.853327,0.1279305],"study_design_scores_gemma":[0.00005760757,0.0002085955,0.002101832,0.00003952071,0.000005088257,0.00007579186,0.00004669717,0.0005068026,0.003261235,0.001388466,0.9922914,0.00001701854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"protocol","genre_scores_codex":[0.006084899,0.0009537792,0.036973,0.006175166,0.003142072,0.004561149,0.02735367,0.02206554,0.8926908],"genre_scores_gemma":[0.01406423,0.0004614327,0.01390593,0.002145472,0.0007090651,0.000869549,0.02126314,0.001064218,0.9455169],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.2748967,"threshold_uncertainty_score":0.9196211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0409001097531522,"score_gpt":0.2894260365693689,"score_spread":0.2485259268162167,"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."}}