{"id":"W4237047175","doi":"10.2172/822118","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; Archaeology; Waste management; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004110185,0.0005859329,0.0003362295,0.001742604,0.0009920218,0.001997759,0.001919926,0.002885163,0.2438681],"category_scores_gemma":[0.004487635,0.0005115643,0.0003133134,0.0008015006,0.0004012046,0.001710664,0.001199064,0.001081319,0.1367221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552595,"about_ca_system_score_gemma":0.005925171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285659,"about_ca_topic_score_gemma":0.01305988,"domain_scores_codex":[0.9968615,0.0002980247,0.00007876922,0.0003432552,0.001975855,0.0004426358],"domain_scores_gemma":[0.9950464,0.0005395144,0.0002401184,0.0006150455,0.00276645,0.0007925891],"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":[0.0003118509,0.000334937,0.0008702776,0.0001728547,0.000006273583,0.00008555951,0.00009647643,0.0005543455,0.005599855,0.01075174,0.8507013,0.1305145],"study_design_scores_gemma":[0.00005586754,0.0002153458,0.002297278,0.00004117109,0.000005095204,0.00008427256,0.00005647776,0.0006544669,0.00366229,0.001248039,0.991663,0.00001678281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007365058,0.001035527,0.04200385,0.006548759,0.002868056,0.005239404,0.03261461,0.01928477,0.8830399],"genre_scores_gemma":[0.01567608,0.0004781338,0.01545727,0.001981534,0.0005991967,0.0009147077,0.02508302,0.001069244,0.9387408],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7561319,"threshold_uncertainty_score":0.81582,"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."}}