{"id":"W4238149676","doi":"10.5539/cis.v1n2p0","title":"Computer and Information Science, Vol. 1, No. 2, May 2008, all in one file","year":2008,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Facilities Council; University of Reading","keywords":"Computer science; Information retrieval; World Wide Web; Data science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002391187,0.00008959747,0.00008940006,0.0005868912,0.0005331628,0.0008932221,0.0002172961,0.000007277753,0.0001368949],"category_scores_gemma":[0.00002016162,0.00007558052,0.00001432365,0.0002144191,0.001484321,0.03094356,0.0002383816,0.00006088843,0.0002743187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002278723,"about_ca_system_score_gemma":0.00006450639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002601857,"about_ca_topic_score_gemma":0.000002492656,"domain_scores_codex":[0.9989668,0.000004841192,0.000275995,0.0001171035,0.0004209097,0.0002143138],"domain_scores_gemma":[0.9993721,0.00002973175,0.00007932648,0.0000919343,0.0003281495,0.00009874716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001288004,0.00007387115,0.0002338397,0.00007763454,0.000006288793,0.000001224128,0.02980757,0.0002738612,0.000002171268,0.7710873,0.04346894,0.1549544],"study_design_scores_gemma":[0.0003648791,0.0001402436,0.1766079,0.00004172619,0.000001648644,0.00001008229,0.0001201549,0.09580574,0.000007773975,0.00111569,0.725603,0.0001812165],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1887971,0.00001071305,0.008817323,0.0005777267,0.001699638,0.000492738,0.0002032309,0.0001107276,0.7992908],"genre_scores_gemma":[0.9907724,0.00008123387,0.004056571,0.004359349,0.0002788696,0.00001384508,0.000139029,0.000002100567,0.0002965541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8019754,"threshold_uncertainty_score":0.9826102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03387360564282604,"score_gpt":0.2063887716965911,"score_spread":0.1725151660537651,"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."}}