{"id":"W2982703959","doi":"10.21083/partnership.v14i2.4529","title":"Scaffolding Self-direction with the ACRL Framework: A Reflection-Based Approach","year":2019,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Syllabus; Information literacy; Reflection (computer programming); Component (thermodynamics); Mathematics education; Citizenship; Sociology; Higher education; Psychology; Pedagogy; Computer science; Political science","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":[0.03934587,0.001325147,0.000839134,0.003292863,0.008513694,0.01359186,0.005759059,0.004560511,0.004970129],"category_scores_gemma":[0.03986677,0.000958923,0.001029067,0.001506577,0.0227444,0.01032183,0.01591013,0.006618076,0.001335393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01213892,"about_ca_system_score_gemma":0.01396164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005312639,"about_ca_topic_score_gemma":0.01133982,"domain_scores_codex":[0.9513463,0.04115187,0.000605188,0.002048663,0.002678153,0.002169827],"domain_scores_gemma":[0.9534117,0.03287447,0.001509868,0.004632783,0.004335766,0.003235382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007257021,0.001549951,0.002815921,0.0004678179,0.00002514298,0.0009751603,0.7962668,0.001124971,0.002197488,0.09492702,0.007402981,0.09217419],"study_design_scores_gemma":[0.0001223356,0.0004138667,0.001804173,0.001184041,0.00004699699,0.0009026194,0.7573435,0.005793301,0.004617105,0.04642335,0.1812192,0.0001294488],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3919188,0.001046601,0.3500907,0.03474147,0.0006485351,0.003803758,0.000161804,0.001601644,0.2159867],"genre_scores_gemma":[0.7918372,0.0005742775,0.1866103,0.001680581,0.00005082053,0.001475353,0.0001050527,0.0003298874,0.01733662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03934587,"threshold_uncertainty_score":0.2080834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07078769797456959,"score_gpt":0.3750462701222779,"score_spread":0.3042585721477083,"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."}}