{"id":"W2276751516","doi":"10.1177/1932202x15588368","title":"Using Brief Teacher Interviews to Assess the Extent of Inquiry in Classrooms","year":2015,"lang":"en","type":"article","venue":"Journal of Advanced Academics","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Rubric; Checklist; Psychology; Mathematics education; Coding (social sciences); Pedagogy; Teacher education; Semi-structured interview; Teaching method; Qualitative research; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003361066,0.00006284214,0.0001850968,0.00008987968,0.00005455883,0.00002053169,0.0003827352,0.00009189544,0.00002378889],"category_scores_gemma":[0.001817025,0.00004432347,0.00005246647,0.0003315169,0.0001224794,0.0002424191,0.00005333768,0.0005404641,0.000002174742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000356119,"about_ca_system_score_gemma":0.0004611624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001989254,"about_ca_topic_score_gemma":0.00003109958,"domain_scores_codex":[0.9984643,0.0002557153,0.0005463031,0.00007292302,0.0004826765,0.0001780948],"domain_scores_gemma":[0.9990585,0.0001343474,0.0002711197,0.00007436598,0.000283326,0.0001783683],"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":[0.0002195205,0.0006084331,0.03960912,0.00005236921,0.00008505739,0.00001543891,0.6290985,0.008191788,0.00384761,0.09674941,0.00814785,0.2133749],"study_design_scores_gemma":[0.0007757459,0.0001231286,0.006783771,0.0006853996,0.00002781459,0.00001941323,0.2380856,0.00009448984,0.0007309451,0.06200447,0.690433,0.0002362024],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693507,0.0008717935,0.01031694,0.01521757,0.001725405,0.0001681177,4.38789e-7,0.000006173016,0.002342839],"genre_scores_gemma":[0.9640198,0.0004049938,0.03173367,0.002954929,0.0005801891,0.000002644305,1.79289e-7,0.000009950328,0.0002936835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6822851,"threshold_uncertainty_score":0.2348078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3132543607928557,"score_gpt":0.4746105432598674,"score_spread":0.1613561824670117,"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."}}