{"id":"W4206116456","doi":"10.29173/iasl7647","title":"Guided Inquiry","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"21st century skills; School library; Pedagogy; Knowledge management; Sociology; Mathematics education; Psychology; Computer science; Library science","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":[0.008524306,0.0007365128,0.0006335606,0.001860258,0.003892186,0.01263487,0.002792777,0.00324367,0.07882464],"category_scores_gemma":[0.02441525,0.0004634736,0.0008903951,0.001756792,0.007750397,0.007702878,0.009284464,0.003816314,0.03164344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004533443,"about_ca_system_score_gemma":0.009822975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002466609,"about_ca_topic_score_gemma":0.004106549,"domain_scores_codex":[0.9893199,0.006146439,0.0004740773,0.001223963,0.00218684,0.0006487049],"domain_scores_gemma":[0.9848381,0.006640189,0.0005051895,0.003290684,0.003240251,0.001485478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007949336,0.0001469296,0.0008822678,0.0004901623,0.00001882559,0.000321034,0.01508818,0.000442589,0.0004553942,0.6191399,0.1573346,0.2056006],"study_design_scores_gemma":[0.00001894637,0.00002713569,0.0003157668,0.000522097,0.000005674211,0.0002771147,0.005460133,0.0002787257,0.0001942885,0.1180342,0.8748524,0.00001344693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003418488,0.002462191,0.06710607,0.01300671,0.001266689,0.00069329,0.0004619321,0.001061069,0.9105235],"genre_scores_gemma":[0.1951586,0.006648832,0.1185622,0.01233845,0.0006381731,0.002484364,0.00152908,0.001353946,0.6612864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07882464,"threshold_uncertainty_score":0.2636947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06576720816875528,"score_gpt":0.3383125541468602,"score_spread":0.272545345978105,"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."}}