{"id":"W2588758170","doi":"10.29173/cais18","title":"Exploring the Realities of Interaction and Search Success","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interim; Session (web analytics); Computer science; Information retrieval; Psychology; World Wide Web","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":["scholarly_communication"],"category_scores_codex":[0.0006175499,0.0001239367,0.000218547,0.0001321728,0.0001297692,0.002006788,0.001581108,0.00004238508,0.00001295795],"category_scores_gemma":[0.002223746,0.00007518781,0.00007134089,0.0003654234,0.0003439272,0.02132545,0.0007780341,0.0002174019,0.000002289346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002473286,"about_ca_system_score_gemma":0.0001009785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009218093,"about_ca_topic_score_gemma":0.000004756583,"domain_scores_codex":[0.9987169,0.0000250848,0.0003872366,0.0001470068,0.00048328,0.0002405171],"domain_scores_gemma":[0.9746947,0.0001685813,0.0003493909,0.0001753016,0.02454192,0.00007015729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000146493,0.0001839021,0.1627383,0.001188732,0.0001191431,6.384794e-7,0.3225713,0.00001790459,0.04430449,0.3363177,0.001508336,0.130903],"study_design_scores_gemma":[0.0005364218,0.0004787145,0.6261836,0.0004604543,0.00003541496,0.00004517279,0.02448641,0.006514682,0.3294986,0.005459394,0.005965712,0.0003354321],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935794,0.00002063438,0.0002001395,0.002329192,0.0001048637,0.0002715618,0.00001486604,0.00002144484,0.00345793],"genre_scores_gemma":[0.999175,0.0001107056,0.0004004023,0.00006062797,0.00002548413,0.00003498172,6.54285e-7,0.000005054053,0.0001871375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4634453,"threshold_uncertainty_score":0.9990292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07700209960267833,"score_gpt":0.2760363376222491,"score_spread":0.1990342380195707,"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."}}