{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002608392,0.0005126537,0.0006468753,0.000741131,0.0004848133,0.0002365346,0.0005930815,0.0004933627,0.0004329057],"category_scores_gemma":[0.002180608,0.0005372381,0.0001292649,0.0002355414,0.0003575787,0.0003487475,0.00009468073,0.0006071241,0.0002033265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005256999,"about_ca_system_score_gemma":0.001005803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004359506,"about_ca_topic_score_gemma":0.0003052382,"domain_scores_codex":[0.9969687,0.0001103176,0.001052675,0.0006447011,0.0007926443,0.0004309158],"domain_scores_gemma":[0.9967325,0.001061711,0.0008182958,0.0008294241,0.0002866659,0.0002714117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003490408,0.0006175689,0.0000409227,0.001010743,0.00001125677,3.616806e-7,0.09375992,0.000003983999,0.000002004258,0.896723,0.005709745,0.002117011],"study_design_scores_gemma":[0.0001079343,0.00003439433,0.000004478816,0.002037538,0.00007116834,0.000005209232,0.00765811,0.000758205,0.000008226439,0.8057356,0.1830492,0.0005299703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0002322343,0.00035069,0.07777595,0.00150284,0.0003759321,0.002002488,0.000005773506,0.0002530683,0.917501],"genre_scores_gemma":[0.01781763,0.0007136413,0.7673647,0.001148557,0.0006881321,0.0008161301,0.00007514777,0.0001914208,0.2111847],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7063164,"threshold_uncertainty_score":0.9997079,"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."}}