{"id":"W2979583321","doi":"10.29173/iasl7181","title":"Challenges for School Libraries in the digital age: A study on the knowledge seeking pattern among male and female students in Sri Lanka","year":2018,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sri lanka; Electronic media; Medical education; Psychology; Print media; Medicine; Advertising; Sociology; Socioeconomics; Business","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":[0.0005879009,0.0002022553,0.0004281395,0.001168535,0.002905515,0.001985778,0.0003772207,0.0006295315,0.003697997],"category_scores_gemma":[0.001083382,0.0003081174,0.0003615675,0.001150062,0.0007767858,0.001302884,0.0009462062,0.0006742474,0.0006592954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000730495,"about_ca_system_score_gemma":0.001168227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01409409,"about_ca_topic_score_gemma":0.03934168,"domain_scores_codex":[0.9995261,0.00011271,0.00004585529,0.00004917229,0.00008757936,0.0001785284],"domain_scores_gemma":[0.9988556,0.0002702404,0.00033311,0.00003607259,0.000177369,0.0003275261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000057913,0.0003372827,0.7116063,0.0001403845,0.00001938912,0.001446271,0.2708532,0.00001851219,0.001394566,0.0002540579,0.000433894,0.01343831],"study_design_scores_gemma":[0.00000360816,0.0003042162,0.4759484,0.00005200571,0.0000225214,0.0007336181,0.5193673,0.00004014645,0.0002777065,0.00004722835,0.00318673,0.00001660718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991917,0.00006210455,0.00000862555,0.00007335074,9.441596e-7,0.000004181111,0.00001733983,8.528633e-7,0.0006409674],"genre_scores_gemma":[0.9988027,0.0001542527,0.00002871412,0.00009327396,0.000002601344,0.00000708027,0.00001778103,0.000001078962,0.0008926382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01409409,"threshold_uncertainty_score":0.02802408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08746933823798125,"score_gpt":0.3564710505736959,"score_spread":0.2690017123357146,"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."}}