{"id":"W2898514306","doi":"10.1007/978-3-319-92390-1_8","title":"A Teacher’s Vie – It’s a Path, Not a Gap A Relationship-Based Approach to Mathematics and Well-being","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in mathematics education","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University; Ministry of Education and Child Care","funders":"","keywords":"Mathematics education; Connection (principal bundle); Path (computing); Math education; Pedagogy; Mathematics; Computer science; Psychology; Geometry","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":[0.0005998517,0.0003295634,0.0002135521,0.0004097279,0.001432125,0.003319795,0.0004604922,0.001279221,0.01068085],"category_scores_gemma":[0.0008913386,0.0001431422,0.0001785491,0.0005361972,0.005693328,0.004267645,0.001310343,0.00420284,0.002058909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598042,"about_ca_system_score_gemma":0.001855391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002162089,"about_ca_topic_score_gemma":0.00677868,"domain_scores_codex":[0.9996296,0.0001845627,0.000008603675,0.0000505861,0.0000993057,0.00002740691],"domain_scores_gemma":[0.9997119,0.0001416118,0.000015703,0.00002532961,0.00004880344,0.00005648107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005350978,0.0000173511,0.0001088504,0.0000736186,0.000002755067,0.00002900711,0.005635116,0.00007814576,0.0001249928,0.9109848,0.05131495,0.03162516],"study_design_scores_gemma":[0.000003109027,0.00001408755,0.0004748635,0.0002719605,0.000002818561,0.0001169898,0.003086349,0.0001046014,0.0000755756,0.2481166,0.7477275,0.000005611711],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003455391,0.03025035,0.006541996,0.03886037,0.003162652,0.00002125922,0.00004436235,0.00005618703,0.9176075],"genre_scores_gemma":[0.2503711,0.02934084,0.01033032,0.01037432,0.002062976,0.0001035456,0.0001234127,0.0002257566,0.6970677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01068085,"threshold_uncertainty_score":0.03573102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0495683632394991,"score_gpt":0.361728480191673,"score_spread":0.3121601169521739,"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."}}