{"id":"W7034673757","doi":"","title":"Volume CXXX, Number 16, April 5, 2013","year":2013,"lang":"en","type":"article","venue":"Lux Scholarship And Creativity At Lawrence University (Lawrence University)","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Center (category theory); Identity (music)","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006600074,0.0003862876,0.0004985866,0.0003065292,0.003554597,0.00004121825,0.00122003,0.0007089017,0.007189366],"category_scores_gemma":[0.0002729299,0.0004436156,0.0001427709,0.0009577359,0.001503207,0.001969719,0.001783117,0.001678497,0.002900917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252349,"about_ca_system_score_gemma":0.0003028246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004038922,"about_ca_topic_score_gemma":0.004575597,"domain_scores_codex":[0.9962674,0.001445268,0.000285665,0.0008485818,0.0003308379,0.0008222166],"domain_scores_gemma":[0.9965904,0.0007640064,0.0003610243,0.001161865,0.0006157325,0.0005069415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001204914,0.0001750684,0.9543543,0.00005721341,0.00006085927,0.0000328137,0.0006248193,0.000001223716,0.0002668918,0.03356744,0.008206008,0.002532861],"study_design_scores_gemma":[0.001365545,0.00007909016,0.5349878,0.000145994,0.00009942315,0.000008293441,0.007292661,0.00008209819,0.0000643704,0.001220353,0.4541221,0.0005322618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8015607,0.00005336586,0.001686001,0.00314907,0.0001471311,0.0007892172,0.00006688348,0.0005050725,0.1920426],"genre_scores_gemma":[0.835983,0.0006547093,0.0009981648,0.0003363598,0.00002553535,0.000003337844,0.00004141331,0.00001695961,0.1619405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4459161,"threshold_uncertainty_score":0.9998016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04588144035662786,"score_gpt":0.3128838107093007,"score_spread":0.2670023703526728,"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."}}