{"id":"W2935764204","doi":"","title":"A Liaison Model Approach to Research Skills Instruction In Light of the New ACRL Information Literacy Framework","year":2019,"lang":"en","type":"article","venue":"Qualitative and Quantitative Methods in Libraries","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Information literacy; Library instruction; Presentation (obstetrics); Computer science; Critical thinking; Literacy; Pedagogy; Mathematics education; Library science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004500684,0.0005115811,0.0003620404,0.001646126,0.001613776,0.005000038,0.002423648,0.001823764,0.009163117],"category_scores_gemma":[0.005873799,0.0003425407,0.0005695066,0.000847922,0.003479123,0.004524128,0.003416079,0.00251918,0.001503607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005191144,"about_ca_system_score_gemma":0.008791628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004756243,"about_ca_topic_score_gemma":0.009743022,"domain_scores_codex":[0.9956156,0.003054368,0.000125021,0.000343309,0.0006548072,0.0002069752],"domain_scores_gemma":[0.9963363,0.002211388,0.0002453923,0.0002747066,0.0005506861,0.000381536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000678348,0.0006857652,0.00221296,0.000302407,0.00001847674,0.0003864954,0.0166371,0.006459972,0.00161182,0.878915,0.005672131,0.08703011],"study_design_scores_gemma":[0.0001596447,0.0007734809,0.003205629,0.0008045185,0.00005981443,0.0008543889,0.01697893,0.09331256,0.003103978,0.693136,0.1875167,0.00009427645],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03150965,0.0004732804,0.7304516,0.01550831,0.000207383,0.0007098401,0.00008267578,0.0008030861,0.2202542],"genre_scores_gemma":[0.5036386,0.0006861296,0.4447692,0.002057896,0.0001062333,0.002104772,0.0001111501,0.0001174682,0.04640875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9949999,"threshold_uncertainty_score":0.03766459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1353391714328554,"score_gpt":0.5236505914861127,"score_spread":0.3883114200532573,"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."}}