{"id":"W7133091427","doi":"","title":"Reciprocal Learning Partnerships between Elementary Mathematics Teachers: A Partnership between Canada and China","year":2018,"lang":"","type":"dissertation","venue":"TSpace","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Reciprocal; Curriculum; Reciprocal teaching; Subject (documents); China; Narrative; Professional development; Ideal (ethics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004211437,0.000878452,0.001228094,0.0001951503,0.003955344,0.0004079393,0.0006870595,0.0007605799,0.000650363],"category_scores_gemma":[0.001534366,0.0009016016,0.0001492807,0.0009880523,0.0005261199,0.0003277899,0.0002635021,0.002163478,0.0000375449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494914,"about_ca_system_score_gemma":0.00327432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7294174,"about_ca_topic_score_gemma":0.9139184,"domain_scores_codex":[0.9929401,0.00192975,0.0009937942,0.001120718,0.00177428,0.001241367],"domain_scores_gemma":[0.9962936,0.001018185,0.001168735,0.000429766,0.0003105941,0.0007790974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006001676,0.0000784556,0.1545123,0.0003662966,0.000377939,0.00001081077,0.8106925,0.000001850926,0.00004529502,0.0003866024,0.008887445,0.02458048],"study_design_scores_gemma":[0.0007550591,0.0006943216,0.04868962,0.001235734,0.0008654093,9.691156e-7,0.7334985,0.000117807,0.0003638251,0.0007822836,0.2114264,0.001570076],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674261,0.000479767,0.0001092547,0.002084281,0.0003760222,0.0009093337,0.00002368595,0.0001309255,0.02846059],"genre_scores_gemma":[0.9485076,0.0002116739,0.001158637,0.00006049762,0.002667231,0.00004108813,0.0009107065,0.0001027647,0.04633981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2025389,"threshold_uncertainty_score":0.9993435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0626417728276124,"score_gpt":0.3856341963537698,"score_spread":0.3229924235261574,"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."}}