{"id":"W4256354480","doi":"10.11645/12.2.2344","title":"Beyond databases","year":2018,"lang":"en","type":"article","venue":"Journal of Information Literacy","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Information literacy; Computer science; Medical education; Mathematics education; Psychology; World Wide Web; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001169283,0.00006321223,0.0001039865,0.0003620824,0.0003978913,0.0005269733,0.000352771,0.00002906328,0.001587996],"category_scores_gemma":[0.0006083177,0.0000495462,0.00006808153,0.0005261305,0.0002067851,0.1217875,0.00003131652,0.0001074713,0.0005762667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003872992,"about_ca_system_score_gemma":0.0003526026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002973387,"about_ca_topic_score_gemma":9.253893e-7,"domain_scores_codex":[0.9983805,0.00006181325,0.0007552361,0.00003038086,0.00059039,0.0001817062],"domain_scores_gemma":[0.9978352,0.00009734024,0.000721518,0.000118219,0.001066111,0.0001616592],"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":[0.00007686428,0.00003984177,0.003799392,0.00001997168,0.00001801266,0.000002091842,0.1952943,0.000008845354,0.00002046658,0.4493718,0.1563955,0.194953],"study_design_scores_gemma":[0.0002103924,0.00007984833,0.002029278,0.00003188771,0.00000318511,0.00001509955,0.003398186,0.0001120085,0.0001601007,0.001520048,0.9923732,0.00006681017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2468026,0.0001373371,0.01945783,0.01312208,0.005209306,0.0002800969,0.00004971557,0.00008973201,0.7148513],"genre_scores_gemma":[0.9387005,0.0001598456,0.02678255,0.02918462,0.003249102,0.000001822659,0.00004018101,0.000005052066,0.00187631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8359777,"threshold_uncertainty_score":0.9993247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583520323944583,"score_gpt":0.3260256113321141,"score_spread":0.3101904080926682,"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."}}