{"id":"W2912849306","doi":"10.1002/pra2.2018.14505501093","title":"Beyond Bloom's Taxonomy: Integrating “searching as learning” and e‐learning research perspectives","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Taxonomy (biology); Domain (mathematical analysis); Computer science; Data science; Space (punctuation); Work (physics); Psychology; Sociology; Engineering; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02170123,0.001140187,0.001201258,0.02272398,0.007994326,0.02328817,0.002688331,0.005527833,0.006868886],"category_scores_gemma":[0.02753044,0.0004538919,0.0007556547,0.02555232,0.03997562,0.06448022,0.01019806,0.005903475,0.0008425624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01635499,"about_ca_system_score_gemma":0.01838578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308045,"about_ca_topic_score_gemma":0.01293615,"domain_scores_codex":[0.9817526,0.01266589,0.001180568,0.0008599673,0.002635294,0.0009057305],"domain_scores_gemma":[0.9511486,0.03712127,0.002061659,0.002238313,0.004840953,0.002589041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008796744,0.00001414204,0.0005066797,0.0001732097,0.00000277053,0.00004030823,0.00836023,0.000118605,0.0000243332,0.9758804,0.002543916,0.01232675],"study_design_scores_gemma":[0.000007511364,0.00001751203,0.0005035206,0.001031764,0.000005461149,0.0001531964,0.03586486,0.0009835324,0.00007956044,0.8370434,0.1242933,0.00001633152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03414201,0.06521322,0.1683487,0.2463449,0.003337463,0.0004716006,0.0004800903,0.000278951,0.4813831],"genre_scores_gemma":[0.7962861,0.06534752,0.09495051,0.01736258,0.002384042,0.001059762,0.0004291959,0.0002069375,0.02197334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02328817,"threshold_uncertainty_score":0.1186643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068297711950089,"score_gpt":0.362333785368805,"score_spread":0.341650808249304,"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."}}