{"id":"W2560713197","doi":"10.1177/2158244016681394","title":"What Makes Inquiry Stick? The Quality of Preservice Teachers’ Understanding of Inquiry","year":2016,"lang":"en","type":"article","venue":"SAGE Open","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Exploratory research; Mathematics education; Psychology; Context (archaeology); Educational research; Inquiry-based learning; Teacher education; Quality (philosophy); Pedagogy; Coding (social sciences); Sociology; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0275203,0.0001738328,0.0007702862,0.00189929,0.00209616,0.00856756,0.001076766,0.001068892,0.0009058313],"category_scores_gemma":[0.2050814,0.0007007556,0.0003164264,0.00134648,0.006985702,0.005441948,0.0052016,0.002218817,0.0001036239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001889323,"about_ca_system_score_gemma":0.002564029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001581349,"about_ca_topic_score_gemma":0.003141907,"domain_scores_codex":[0.9706787,0.0160337,0.002044811,0.001902077,0.007861162,0.00147962],"domain_scores_gemma":[0.6727036,0.2611169,0.03996697,0.01090388,0.01018902,0.005119601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001983601,0.0001829627,0.2335898,0.0002576598,0.0000892659,0.0003696777,0.7126653,0.0001348042,0.001956181,0.001693721,0.0002864405,0.04857593],"study_design_scores_gemma":[0.00002536192,0.0005065259,0.2494843,0.0004739618,0.00008955433,0.000669784,0.7381744,0.0004427588,0.001431753,0.003596483,0.00503981,0.0000653688],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996148,0.0002996344,0.001021196,0.0005274013,0.00001216604,0.00001340153,0.000008469574,0.000008190147,0.00196168],"genre_scores_gemma":[0.9992425,0.0001356887,0.0003798781,0.00005442941,0.000005582332,0.000009799045,0.000009742568,0.000006511077,0.0001557628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0275203,"threshold_uncertainty_score":0.145543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3303869839763191,"score_gpt":0.4693431867688794,"score_spread":0.1389562027925603,"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."}}