{"id":"W72463950","doi":"10.29173/iasl8181","title":"High School to University: What Skills Do Students Need?","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Context (archaeology); School library; Skills management; Academic skills; Psychology; Medical education; Mathematics education; Library science; Pedagogy; Computer science; Medicine; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001108922,0.0002767425,0.0005973165,0.001761691,0.001335876,0.004221906,0.0006552257,0.001639325,0.01498571],"category_scores_gemma":[0.009156873,0.0002262326,0.0004748493,0.001290857,0.0009457393,0.002709947,0.001258355,0.001650611,0.004477228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180985,"about_ca_system_score_gemma":0.002312655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162341,"about_ca_topic_score_gemma":0.01797526,"domain_scores_codex":[0.9991684,0.00009648391,0.0000405748,0.00007821036,0.0002719439,0.0003443373],"domain_scores_gemma":[0.9930779,0.0006848787,0.001011862,0.00009092384,0.001091684,0.004042788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001488304,0.001688534,0.7670624,0.0002743152,0.00003514678,0.0003874784,0.01368011,0.00009335214,0.0008133405,0.0009720695,0.0299874,0.1848569],"study_design_scores_gemma":[0.00003407707,0.0004495964,0.9210241,0.000334187,0.0000365872,0.0003566732,0.05791896,0.0004085673,0.0006041556,0.001820222,0.01696567,0.00004717698],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582022,0.001244067,0.0002629634,0.01443217,0.0002726479,0.0001024485,0.0006330669,0.00008125797,0.02476921],"genre_scores_gemma":[0.9889711,0.0008404977,0.0003435469,0.001808123,0.00006483343,0.00006872675,0.0004204968,0.00002621919,0.007456442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01498571,"threshold_uncertainty_score":0.05013222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156474970469214,"score_gpt":0.2737787176861239,"score_spread":0.2622139679814318,"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."}}