{"id":"W3146451888","doi":"10.29173/iasl7709","title":"Beyond Google","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intranet; Information literacy; World Wide Web; The Internet; Computer science; Library instruction; Search engine optimization; Online search; Multimedia","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003630217,0.00009663653,0.0001191353,0.00006359703,0.0005153572,0.0007691782,0.0003629866,0.00008381807,0.002462154],"category_scores_gemma":[0.0003632354,0.00009246609,0.00005051277,0.0006369234,0.0002406,0.01391457,0.00009368898,0.000133146,0.0004866829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000270645,"about_ca_system_score_gemma":0.0006252966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007678117,"about_ca_topic_score_gemma":0.000008724433,"domain_scores_codex":[0.9986971,0.00001590098,0.0002195108,0.0002225355,0.0004715044,0.0003734376],"domain_scores_gemma":[0.9985791,0.00003015533,0.00008790127,0.00007014695,0.001023179,0.0002094599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004714438,0.00003034337,0.006079799,0.000013308,0.00000487112,0.000003610408,0.4769566,1.210996e-7,0.00009441847,0.4697083,0.0332567,0.0138472],"study_design_scores_gemma":[0.0001097078,0.00002553449,0.001977318,0.00002007417,0.000003160208,0.000004482281,0.2328474,0.00005248967,0.0009973448,0.018263,0.7455328,0.0001667726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4488076,0.00006514303,0.00008554987,0.01496791,0.0003535187,0.0001078078,0.00001789116,0.0001693636,0.5354252],"genre_scores_gemma":[0.9631899,0.00006554439,0.0008522235,0.005667656,0.0002804493,0.00001009565,0.0000108313,0.00000472547,0.02991857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.712276,"threshold_uncertainty_score":0.9998773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074258737013593,"score_gpt":0.2845930580839646,"score_spread":0.2638504707138287,"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."}}