{"id":"W6929157089","doi":"10.4224/17210705","title":"VAST field trials: phase 1","year":2010,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rudder; Crew; Training (meteorology); Global Positioning System; Field (mathematics); Phase (matter); Accreditation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01429033,0.002307468,0.002506864,0.0008252607,0.002486415,0.001866518,0.002705586,0.003204996,0.01586965],"category_scores_gemma":[0.01367833,0.001405157,0.001179106,0.0006257053,0.002124004,0.00131528,0.002878252,0.003221366,0.005334561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002504429,"about_ca_system_score_gemma":0.01871424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006769552,"about_ca_topic_score_gemma":0.0145396,"domain_scores_codex":[0.9935509,0.002849477,0.0002965532,0.0008097544,0.001189912,0.001303383],"domain_scores_gemma":[0.9920017,0.001878217,0.001036838,0.00125198,0.002291624,0.001539573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4302465,0.2253921,0.01067477,0.004898115,0.0007544169,0.0009332641,0.002697914,0.007216544,0.0254448,0.005620148,0.06667065,0.2194508],"study_design_scores_gemma":[0.2082606,0.5884606,0.02949048,0.0008924677,0.0003154698,0.0003350702,0.001043184,0.001310597,0.01070503,0.002324451,0.1566701,0.0001920488],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.2664564,0.001249317,0.007287984,0.001089366,0.0008602725,0.6969767,0.00685528,0.0006230629,0.01860167],"genre_scores_gemma":[0.1756651,0.001548056,0.01967549,0.002313153,0.0006246641,0.767427,0.00574683,0.0001252457,0.02687436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01586965,"threshold_uncertainty_score":0.07557541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1860955511844549,"score_gpt":0.4456278537195756,"score_spread":0.2595323025351208,"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."}}