{"id":"W296888825","doi":"10.29173/iasl8173","title":"From Net Surfers to Net Seekers: The WWW, Critical Literacies and Learning Outcomes","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seekers; The Internet; Net (polyhedron); Mathematics education; Computer science; Psychology; Sociology; World Wide Web; Mathematics; Political science","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":[0.005944202,0.0002310112,0.0003419952,0.002725399,0.003389616,0.008204101,0.0007840851,0.001093646,0.01093446],"category_scores_gemma":[0.03611753,0.0001963556,0.0001862435,0.0009260036,0.00361834,0.007755596,0.006537911,0.002916272,0.0009314482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388158,"about_ca_system_score_gemma":0.002174483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003153524,"about_ca_topic_score_gemma":0.004342731,"domain_scores_codex":[0.9968521,0.001379458,0.0001644694,0.0002307862,0.0007996203,0.0005735497],"domain_scores_gemma":[0.9794356,0.01118215,0.003126758,0.000580645,0.001774711,0.003900174],"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":[0.0004564223,0.001448884,0.2106617,0.0002729208,0.00003709786,0.001481375,0.6453419,0.0001669304,0.0009697336,0.01385615,0.005828637,0.1194783],"study_design_scores_gemma":[0.00003531712,0.000525834,0.09080134,0.0004082273,0.00002865588,0.0007263686,0.8785316,0.0003960378,0.001041116,0.01382005,0.01361426,0.00007122201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9740692,0.0002369042,0.0002686809,0.002262329,0.00003160611,0.00004253684,0.00005225175,0.00002258408,0.02301388],"genre_scores_gemma":[0.996989,0.00009119109,0.0001101182,0.0001731582,0.000007425129,0.00001819191,0.00002039033,0.00001017012,0.002580526],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01093446,"threshold_uncertainty_score":0.03657937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366743101377334,"score_gpt":0.297319903564578,"score_spread":0.2736524725508047,"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."}}