{"id":"W2243808701","doi":"","title":"Larissa Lai reading for Campus Author 2011 Launch","year":2011,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Remote sensing; Environmental science; Political science; Geography; Law","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":[0.0006835444,0.0004371796,0.0003108605,0.0007587763,0.004683005,0.005157922,0.0006688095,0.001563938,0.5053259],"category_scores_gemma":[0.002345742,0.0002087559,0.000242707,0.0005309519,0.000612643,0.002263099,0.003203984,0.002582655,0.2556445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001754887,"about_ca_system_score_gemma":0.00227261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008784094,"about_ca_topic_score_gemma":0.05334386,"domain_scores_codex":[0.9994479,0.00006385323,0.00001337301,0.00008835737,0.0002300136,0.0001564504],"domain_scores_gemma":[0.9983466,0.000106943,0.00005066611,0.0001272999,0.0004942849,0.0008742947],"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":[0.000007626617,0.000005945657,0.00003609063,0.00001056086,2.54593e-7,0.00004138976,0.0002167874,0.000002147214,0.00008888339,0.001807926,0.9897256,0.008056823],"study_design_scores_gemma":[8.242596e-7,0.000003753709,0.00009352886,0.00001120349,1.889103e-7,0.00001532788,0.0002460623,0.000002509396,0.000041136,0.0001016804,0.9994825,0.000001263357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001628462,0.001238158,0.0002538319,0.02000257,0.01137141,0.00008531169,0.0008875739,0.0009905729,0.9635421],"genre_scores_gemma":[0.002618725,0.0002345508,0.0001066285,0.001084292,0.0003468638,0.00001460483,0.0001959519,0.0002044335,0.9951939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5053259,"threshold_uncertainty_score":0.7055926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0353697087940255,"score_gpt":0.2187337058261005,"score_spread":0.183363997032075,"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."}}