{"id":"W3133994757","doi":"10.29173/iasl7453","title":"Inquiry learning","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Information Science and Libraries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais","keywords":"Information literacy; Process (computing); Psychology; Mathematics education; Pedagogy; Computer 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"],"consensus_categories":[],"category_scores_codex":[0.0002789143,0.0001205462,0.000133285,0.00009293498,0.0002758312,0.001355656,0.0007494711,0.00006661183,0.0001144787],"category_scores_gemma":[0.0002637152,0.0001106866,0.00004377227,0.0007286345,0.0001039271,0.006743482,0.0004569369,0.0002305074,0.000298831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000135583,"about_ca_system_score_gemma":0.000300464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002979204,"about_ca_topic_score_gemma":4.124156e-7,"domain_scores_codex":[0.9987294,0.00001035179,0.000228768,0.0003158181,0.0003897145,0.0003259687],"domain_scores_gemma":[0.9986215,0.000029419,0.0001020335,0.0001250024,0.001007381,0.0001146397],"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":[0.000004127929,0.00002774154,0.004498613,0.00003392342,0.000008767836,0.00001529268,0.5120884,0.00001120178,0.0005367176,0.4403683,0.007855342,0.03455159],"study_design_scores_gemma":[0.0008555845,0.0003417999,0.01758177,0.0001740773,0.00001166073,0.0004161599,0.376639,0.05318734,0.05880794,0.04378748,0.4467671,0.001430104],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6807117,0.0001128159,0.2328125,0.007678737,0.0008664488,0.0001366812,0.000002590179,0.0009142744,0.0767642],"genre_scores_gemma":[0.9862446,0.00001670088,0.009433705,0.001335273,0.00009779536,0.000009137816,0.000002779019,0.000003956463,0.002856018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4389117,"threshold_uncertainty_score":0.9996811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03644113871807106,"score_gpt":0.2631423891512639,"score_spread":0.2267012504331928,"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."}}