{"id":"W3148743184","doi":"10.29173/iasl7533","title":"Inquiry Takes Time","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Presentation (obstetrics); Focus group; Protocol (science); Mathematics education; Process (computing); Focus (optics); Pedagogy; Computer science; Psychology; Sociology","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":[0.01852008,0.001044414,0.001310236,0.001968381,0.008066687,0.01694973,0.002699572,0.003557051,0.02810977],"category_scores_gemma":[0.09452772,0.0008871107,0.001225095,0.001674855,0.01515626,0.01967957,0.01373836,0.005659723,0.01168733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004841252,"about_ca_system_score_gemma":0.00836317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003708861,"about_ca_topic_score_gemma":0.00277622,"domain_scores_codex":[0.9445608,0.02685392,0.00228773,0.00602782,0.01744241,0.002827352],"domain_scores_gemma":[0.9053174,0.05382862,0.004885201,0.0137135,0.01398892,0.008266467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000392618,0.0003176715,0.005459199,0.001132481,0.0001851847,0.001649299,0.2763765,0.00062011,0.005279812,0.3947259,0.08241309,0.2314482],"study_design_scores_gemma":[0.00003449769,0.0001738957,0.00125742,0.0006571898,0.00003314068,0.0005290846,0.05268948,0.0002542835,0.0005134303,0.09850816,0.8452891,0.00006028392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05341635,0.008410646,0.2015313,0.07512378,0.007605392,0.00121986,0.0005446443,0.002759603,0.6493885],"genre_scores_gemma":[0.660192,0.005374596,0.0884654,0.01981992,0.001830867,0.001640559,0.0007280282,0.002260187,0.2196883],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02810977,"threshold_uncertainty_score":0.09794468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05234342523485896,"score_gpt":0.3392710676021563,"score_spread":0.2869276423672973,"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."}}