{"id":"W7001814688","doi":"","title":"Library Publishing Directory 2016","year":2015,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wayne State University; Purdue University","keywords":"Clinical neuropsychology; Asian American studies; Matriculation; Strategic studies; State (computer science); Performance studies; Memphis; Rowan; Higher education","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":[],"consensus_categories":[],"category_scores_codex":[0.0001141903,0.00008740417,0.0001352991,0.0002905656,0.000119686,0.0004329311,0.001113741,0.0000700323,0.0001260117],"category_scores_gemma":[0.00004794114,0.00009916157,0.00006652738,0.0009049122,0.00005925096,0.01239883,0.0007628117,0.00009200695,0.00009134516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002882701,"about_ca_system_score_gemma":0.0005037113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004848844,"about_ca_topic_score_gemma":0.000007472156,"domain_scores_codex":[0.9991353,0.0000440917,0.00009180506,0.0002502289,0.0003112298,0.0001673485],"domain_scores_gemma":[0.9992768,0.00008360183,0.00009646956,0.0002501727,0.00005673223,0.0002362319],"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":[0.00004805912,0.0000984535,0.01289927,0.00001498832,0.00003769653,0.000061658,0.002786341,0.00003751506,0.00003949499,0.02439418,0.9099223,0.04966006],"study_design_scores_gemma":[0.0007761571,0.00007440086,0.01342154,0.00003093018,0.000003793732,0.000005277402,0.0006857041,0.001997333,0.0002918721,0.008984128,0.9735004,0.0002285218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0680249,0.0004764914,0.02076205,0.007424324,0.0006056379,0.0001563472,0.000006867819,0.0007110706,0.9018323],"genre_scores_gemma":[0.5758929,0.0000684026,0.07755886,0.0009245848,0.0002038577,5.307962e-7,0.00002371297,0.00002108817,0.345306],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5565262,"threshold_uncertainty_score":0.8988854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672329295273431,"score_gpt":0.1748793317711274,"score_spread":0.1481560388183931,"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."}}