{"id":"W4367281696","doi":"10.22521/edupij.2023.121.7","title":"How Does Students’ Knowledge About Information-Seeking Improve Their Behavior in Solving Information Problems?","year":2023,"lang":"en","type":"article","venue":"Educational Process International Journal","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Crete; Directorate for STEM Education; Université du Québec en Outaouais; Université du Québec à Chicoutimi; University of Patras; Université de Montréal; Athens University of Economics and Business","keywords":"Information seeking; Information behavior; Knowledge management; Computer science; Information seeking behavior; Psychology; Human–computer interaction; Information retrieval","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001125351,0.0001701673,0.0003284696,0.0004961159,0.0002385997,0.001268646,0.0002523359,0.0006117034,0.002403181],"category_scores_gemma":[0.006058214,0.0001360823,0.0003509647,0.0002721027,0.0003831731,0.0005662501,0.0003578792,0.000682725,0.0003367725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003809609,"about_ca_system_score_gemma":0.0006022132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049156,"about_ca_topic_score_gemma":0.001186619,"domain_scores_codex":[0.999487,0.0001459504,0.0000380503,0.0000655976,0.0001802423,0.00008309999],"domain_scores_gemma":[0.996834,0.001311557,0.0009456018,0.0001405536,0.0002592592,0.0005090807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005398694,0.008901722,0.8487558,0.0004749059,0.0001590215,0.0003313604,0.01513247,0.0004836571,0.008621776,0.0002998929,0.000578367,0.1157212],"study_design_scores_gemma":[0.00005221088,0.003138333,0.9759257,0.0001337115,0.0001552014,0.0003032376,0.0101845,0.001434783,0.005679122,0.0005578913,0.002403242,0.00003217865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991269,0.00007449164,0.00006964499,0.00008579251,0.000002669574,0.000009392091,0.00000681961,0.000003698343,0.0006207],"genre_scores_gemma":[0.9993979,0.00009580576,0.0001681557,0.00002124839,0.000002357578,0.000006167721,0.00001391822,9.561589e-7,0.0002935968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002403181,"threshold_uncertainty_score":0.008039415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134449091250471,"score_gpt":0.3698381054129059,"score_spread":0.3484936145004012,"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."}}