{"id":"W3127682801","doi":"10.29173/iasl7581","title":"Information Seeking Behaviours of Educators","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Information seeking; Social media; Psychology; Access to information; Work (physics); Mathematics education; Pedagogy; Computer science; Information access; 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":[0.001050264,0.0001172843,0.00026194,0.001685079,0.0006823611,0.001581091,0.0001549307,0.0005504408,0.00300534],"category_scores_gemma":[0.009299503,0.0001778045,0.0002255578,0.0008074047,0.0003552872,0.0009083014,0.0007941494,0.0006078149,0.0004949225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005069772,"about_ca_system_score_gemma":0.0005904915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006258006,"about_ca_topic_score_gemma":0.01073117,"domain_scores_codex":[0.9993947,0.0001499555,0.00008289634,0.00008409968,0.000168379,0.0001200137],"domain_scores_gemma":[0.9924437,0.003884955,0.00184755,0.000265765,0.0007867157,0.0007712425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009419148,0.0004061541,0.8846236,0.0001076261,0.00001811362,0.0002106712,0.0711969,0.00003430131,0.001111363,0.0002219794,0.0004107376,0.04156433],"study_design_scores_gemma":[0.00001256139,0.0004421004,0.9134515,0.0001412716,0.00003469452,0.000535883,0.07740272,0.0001752219,0.0007431773,0.0001771476,0.006849588,0.00003404865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981104,0.0001521327,0.00004920746,0.00008070364,0.000002966104,0.000007530522,0.00004845912,0.00000358798,0.001545065],"genre_scores_gemma":[0.9970893,0.0002601513,0.0001771298,0.00009932037,0.000006132682,0.00001621973,0.00006585004,0.000002287474,0.002283619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006258006,"threshold_uncertainty_score":0.01244318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01890692468409528,"score_gpt":0.3090611511330448,"score_spread":0.2901542264489495,"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."}}