{"id":"W7132161891","doi":"","title":"Report on the development and testing of new reference methods employing selected GMOS ground-based master sites","year":2016,"lang":"en","type":"other","venue":"CNR ExploRA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comparability; Mercury (programming language); Air quality index; Atmospheric oxygen; Environmental monitoring; Scale (ratio); Pollutant; Tier 1 network","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":[0.01288985,0.001999715,0.0008890972,0.002891922,0.001032703,0.001836812,0.003494006,0.002048104,0.005149983],"category_scores_gemma":[0.009932343,0.0005025309,0.001347046,0.002277188,0.0007560268,0.001318397,0.001951899,0.001126547,0.006205031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120215,"about_ca_system_score_gemma":0.001778482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00541663,"about_ca_topic_score_gemma":0.00518734,"domain_scores_codex":[0.9928329,0.001200245,0.0003691777,0.001336304,0.0039929,0.0002685192],"domain_scores_gemma":[0.9927038,0.00100006,0.0005712849,0.0009742417,0.00459192,0.0001586284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001119633,0.0009237386,0.02665734,0.002982704,0.0008358911,0.0006590075,0.0008574382,0.01395368,0.3830195,0.004637124,0.02655661,0.5377974],"study_design_scores_gemma":[0.000161159,0.002487281,0.02680642,0.000627131,0.0007249716,0.001014139,0.0004024327,0.01850896,0.6885324,0.002335038,0.2581763,0.0002237712],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1488815,0.01785986,0.7578292,0.001283172,0.002592173,0.006765162,0.02290033,0.008886631,0.03300196],"genre_scores_gemma":[0.1757506,0.007126816,0.7422547,0.00100562,0.0002981378,0.005088254,0.04489596,0.001570462,0.02200939],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01288985,"threshold_uncertainty_score":0.06816882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2977709433905116,"score_gpt":0.3730565781530277,"score_spread":0.0752856347625161,"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."}}