{"id":"W4291003998","doi":"10.29173/cais1254","title":"Search engine paths not taken","year":2022,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Ranking (information retrieval); Data science; Search engine; Filter (signal processing); Information retrieval; Work (physics); World Wide Web; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001712884,0.0004951771,0.0005673511,0.004124301,0.003048952,0.008061774,0.001067703,0.002337561,0.07573021],"category_scores_gemma":[0.02171969,0.0005213221,0.001324937,0.004010981,0.000836838,0.01062097,0.002816455,0.0026625,0.02155312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002845556,"about_ca_system_score_gemma":0.006790668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026082,"about_ca_topic_score_gemma":0.01662261,"domain_scores_codex":[0.9977406,0.0004300399,0.0001479155,0.0003811428,0.0008684527,0.0004316905],"domain_scores_gemma":[0.9892099,0.00459117,0.0008593178,0.001311136,0.002760299,0.001268144],"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":[0.001115536,0.0005995887,0.03856352,0.002234052,0.0002606482,0.002329608,0.009713731,0.005427198,0.00506194,0.5917236,0.04418226,0.2987883],"study_design_scores_gemma":[0.0002218609,0.0005968598,0.02486775,0.001484494,0.0003164024,0.00246917,0.009742605,0.01421359,0.009380726,0.1572915,0.7791967,0.0002183142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1777591,0.006543886,0.02663657,0.008292587,0.00101292,0.00069601,0.007181876,0.001152064,0.770725],"genre_scores_gemma":[0.7280107,0.003998134,0.02255647,0.001279927,0.0001381907,0.0004481917,0.004731679,0.0009122582,0.2379245],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07573021,"threshold_uncertainty_score":0.2533427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03289323148975717,"score_gpt":0.2953674450036972,"score_spread":0.26247421351394,"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."}}