{"id":"W2111508401","doi":"10.1080/10476210.2014.996745","title":"“Learning in Depth” in teaching education","year":2015,"lang":"en","type":"article","venue":"Teaching Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dozen; Mathematics education; Wish; Pedagogy; Computer science; Psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004735174,0.0001007451,0.0001321268,0.0004615391,0.0003157813,0.0001337765,0.0001945085,0.000106974,0.00002414972],"category_scores_gemma":[0.002686007,0.0001144127,0.0000265014,0.0002982983,0.00003331103,0.0005201485,0.00001753718,0.0006647786,0.00009907655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000994409,"about_ca_system_score_gemma":0.004521146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09956986,"about_ca_topic_score_gemma":0.01076212,"domain_scores_codex":[0.9974579,0.001448529,0.0003208936,0.0002252379,0.000266405,0.0002809969],"domain_scores_gemma":[0.9992951,0.0001442865,0.000152304,0.0001636548,0.00007315481,0.0001715716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002434268,0.0003489727,0.3698685,0.00001014434,0.000001184385,8.215378e-8,0.3694107,0.00004616557,0.0000212018,0.07459716,0.006445939,0.1792475],"study_design_scores_gemma":[0.000171429,0.0000215473,0.1115794,0.0001947635,0.000003465898,0.000002075644,0.3636871,0.0000420378,0.000003652712,0.00422623,0.5198665,0.0002017906],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7454467,0.0001858609,0.00002801105,0.00442563,0.001721903,0.0002304354,1.445152e-7,0.00007044501,0.2478908],"genre_scores_gemma":[0.9846303,0.00001003497,0.001016033,0.0004225303,0.001401265,0.00009434613,0.00002071093,0.00001576707,0.01238906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5134205,"threshold_uncertainty_score":0.9064262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05432724015287432,"score_gpt":0.4319413746427945,"score_spread":0.3776141344899202,"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."}}