{"id":"W7135351317","doi":"","title":"Nagy_etal","year":2011,"lang":"","type":"report","venue":"Scholarly Commons (University of Pennsylvania)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referent; Heritage language; Ethnic group; Ambiguity; Variation (astronomy); Construct (python library); Identity (music); Comparability","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008122849,0.0007444673,0.000547424,0.001483017,0.003046023,0.00644992,0.00156944,0.001391381,0.6558046],"category_scores_gemma":[0.002652681,0.0004173758,0.0004294422,0.001877508,0.001038592,0.003019501,0.0040561,0.001201622,0.3490355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004438898,"about_ca_system_score_gemma":0.003286199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0574104,"about_ca_topic_score_gemma":0.08114018,"domain_scores_codex":[0.9990993,0.00008945469,0.00004057246,0.0001930514,0.0004080676,0.0001695714],"domain_scores_gemma":[0.9987136,0.0001239926,0.00007489118,0.0002821452,0.0004531207,0.0003522488],"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":[0.0001942274,0.00003168193,0.001424686,0.0004570744,0.00001548772,0.0005239804,0.00140635,0.0001855582,0.001014907,0.04612571,0.7038644,0.244756],"study_design_scores_gemma":[0.000003820966,0.000005088268,0.0005444796,0.00002846126,0.000001833033,0.00008148327,0.0001199558,0.00003606136,0.0001312498,0.0005150027,0.9985275,0.0000050605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002615063,0.002039576,0.002011467,0.002660523,0.001891388,0.00009458528,0.00808912,0.002865153,0.9777333],"genre_scores_gemma":[0.02053176,0.001152195,0.001546526,0.0006822164,0.0003367987,0.00004813189,0.005351664,0.001479698,0.968871],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3441954,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08278885925126944,"score_gpt":0.2425809042926037,"score_spread":0.1597920450413343,"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."}}