{"id":"W6929075930","doi":"10.4224/17210710","title":"Impact panel","year":2010,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Moment (physics); Field (mathematics); Range (aeronautics); Stability (learning theory); Panel data","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006212093,0.0009987106,0.0007686316,0.001495063,0.001244872,0.0009231102,0.001433588,0.001158628,0.1318593],"category_scores_gemma":[0.001683522,0.0005764475,0.0004773453,0.001302489,0.0002840317,0.0009125511,0.001536757,0.001668151,0.04085848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005519965,"about_ca_system_score_gemma":0.0008846599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002202427,"about_ca_topic_score_gemma":0.003001833,"domain_scores_codex":[0.998306,0.00006686105,0.0000443359,0.0002685511,0.001074677,0.0002395206],"domain_scores_gemma":[0.9983436,0.000131497,0.00004734749,0.0002156559,0.001066732,0.000195172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002613904,0.0005404282,0.0060389,0.0009995745,0.00004391629,0.002161894,0.0004997363,0.00680123,0.2820694,0.01378147,0.307891,0.3765585],"study_design_scores_gemma":[0.0001339413,0.001549295,0.01928004,0.0001372718,0.00007685736,0.001417815,0.000322625,0.006597518,0.1835821,0.001358634,0.785422,0.0001217949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1343189,0.002116859,0.1811088,0.001682526,0.005676029,0.004846309,0.0307353,0.01081295,0.6287023],"genre_scores_gemma":[0.3111302,0.001183661,0.03486478,0.001143774,0.0004153698,0.001077044,0.02129456,0.001191018,0.6276997],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1318593,"threshold_uncertainty_score":0.4411135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08782115126559661,"score_gpt":0.3623533771428454,"score_spread":0.2745322258772488,"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."}}