{"id":"W7001166796","doi":"","title":"ILA/ACRL Newsletter, vol. 24, no. 5, August-September 2014","year":2014,"lang":"en","type":"article","venue":"Iowa Research Online (The University of Iowa)","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ambrose University; University of Akron; Grand Valley State University","keywords":"Process (computing); Identification (biology); Product (mathematics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003852942,0.0006038547,0.0005700784,0.003462604,0.00447592,0.008551035,0.001362746,0.004240765,0.4340585],"category_scores_gemma":[0.0096606,0.0006909009,0.0004575985,0.002045121,0.001228441,0.002540761,0.002318783,0.004015675,0.3007052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004405169,"about_ca_system_score_gemma":0.006525918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01564416,"about_ca_topic_score_gemma":0.05036341,"domain_scores_codex":[0.9975706,0.0003293162,0.0001375163,0.0001997419,0.001455256,0.0003076504],"domain_scores_gemma":[0.9932991,0.002203175,0.0003675376,0.0004831619,0.002800351,0.000846518],"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":[0.00001153806,0.000032318,0.0001433306,0.00002899833,8.952795e-7,0.00001994323,0.00003720896,0.000008312567,0.00007485771,0.001106936,0.9865327,0.01200302],"study_design_scores_gemma":[0.000006740566,0.00001060275,0.0006848366,0.00009649593,0.000002330006,0.00002202382,0.0001606365,0.00003017753,0.00009239733,0.000276439,0.9986116,0.000005835994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001600441,0.00464145,0.0006787426,0.04175337,0.008464567,0.0002358297,0.002627595,0.001636612,0.9383615],"genre_scores_gemma":[0.003378347,0.002431214,0.000666767,0.0109004,0.002696946,0.0001243325,0.001682243,0.0003107387,0.977809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4340585,"threshold_uncertainty_score":0.8072469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05514997242869361,"score_gpt":0.3429248069906743,"score_spread":0.2877748345619807,"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."}}