{"id":"W1513092246","doi":"10.2172/800755","title":"HORIZON SENSING (PROPOSAL No.51)","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); Production (economics); Engineering; Mining engineering; Operations research; Waste management; Geography; Economics; Management; Archaeology","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":[0.0008381738,0.0003588307,0.0005013383,0.0003167913,0.0001454653,0.000125251,0.000965589,0.0008345931,0.00009349452],"category_scores_gemma":[0.0002580985,0.0003060998,0.0001765265,0.0003113527,0.00006058272,0.0001664118,0.0000959345,0.0006263792,0.002064868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672503,"about_ca_system_score_gemma":0.0004347409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002199087,"about_ca_topic_score_gemma":0.00003775498,"domain_scores_codex":[0.9968517,0.00008201945,0.000494201,0.0008172059,0.001270379,0.0004844402],"domain_scores_gemma":[0.9973638,0.00003995012,0.0003091638,0.001448282,0.0007483423,0.00009046147],"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":[0.000002237906,0.00007201565,0.0001718984,0.0002157081,0.0001832851,0.0004814421,0.00005689517,0.000001283635,0.004316897,0.006161142,0.8026736,0.1856636],"study_design_scores_gemma":[0.000215797,0.0002271265,0.00005160149,0.0002835559,0.00003738119,0.001136524,0.00001162701,0.001596084,0.00767204,0.0004506498,0.9875692,0.0007483851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001100392,0.0008908128,0.1190957,0.0006478904,0.0126069,0.0004366417,0.000001971185,0.002102825,0.8641073],"genre_scores_gemma":[0.1296915,0.002159423,0.188453,0.0005064717,0.006427272,0.00002986377,0.00003889567,0.0002259979,0.6724676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1916397,"threshold_uncertainty_score":0.9999391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05318964868549001,"score_gpt":0.2665182224586505,"score_spread":0.2133285737731605,"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."}}