{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004534172,0.0001009698,0.0001263768,0.00007276903,0.0004852635,0.0007459772,0.0003967443,0.00009124346,0.001905005],"category_scores_gemma":[0.0005880087,0.00009637119,0.00005207604,0.0006764982,0.0003095357,0.01409901,0.000108472,0.0001287866,0.0004230046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003032218,"about_ca_system_score_gemma":0.0007011037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007559884,"about_ca_topic_score_gemma":0.000004423925,"domain_scores_codex":[0.9986093,0.00001994639,0.0002656937,0.0002326425,0.0004942459,0.0003781469],"domain_scores_gemma":[0.9982828,0.00002923392,0.00009934042,0.00007846775,0.001300412,0.0002096903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003537116,0.00002289176,0.005439593,0.0000133305,0.000004531102,0.000003633514,0.7163525,2.400003e-7,0.00009441975,0.2048712,0.06726447,0.005929593],"study_design_scores_gemma":[0.0001201993,0.0000202209,0.002992565,0.0000289759,0.000003058529,0.000006283459,0.3391316,0.00005253921,0.001025485,0.006611296,0.6498376,0.0001702232],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7483376,0.00005521708,0.0001476156,0.01596876,0.0005802222,0.0001267853,0.000009461639,0.0002161332,0.2345582],"genre_scores_gemma":[0.9732201,0.00007744171,0.000898126,0.006541109,0.0004426731,0.00001125663,0.000009981368,0.000004970052,0.0187943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5825731,"threshold_uncertainty_score":0.9996903,"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."}}