{"id":"W2306048566","doi":"","title":"Thoughts on Teaching and Learning Mathematics","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Mathematics education; Comprehension; Meaning (existential); Connected Mathematics; USable; Computer science; Pedagogy; Psychology; Multimedia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001283605,0.0007953282,0.0003785959,0.002060657,0.005290871,0.005477952,0.0008947005,0.0007677989,0.03128159],"category_scores_gemma":[0.003110132,0.0004736929,0.0005335222,0.002677132,0.009114902,0.0024029,0.001929404,0.001960086,0.005357248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02609105,"about_ca_system_score_gemma":0.01929557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.473445,"about_ca_topic_score_gemma":0.6195168,"domain_scores_codex":[0.9980891,0.0004204127,0.00006812414,0.000167269,0.0009228002,0.0003321691],"domain_scores_gemma":[0.9979029,0.0006637237,0.0001430904,0.0001061825,0.0005622844,0.0006217739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005886381,0.00002532481,0.003125877,0.0007534747,0.00001779221,0.001052179,0.4068223,0.0003390358,0.001588527,0.09565785,0.3755072,0.1150517],"study_design_scores_gemma":[0.000003930097,0.000009684837,0.004649654,0.0005873118,0.00000515803,0.000209058,0.05713145,0.00002038236,0.0001521314,0.002745755,0.9344696,0.00001594179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03141928,0.06382695,0.002199946,0.03263787,0.003852701,0.0001342627,0.001336053,0.0003675149,0.8642256],"genre_scores_gemma":[0.3348107,0.06513377,0.00310828,0.004915507,0.0009424367,0.0001281515,0.001218266,0.0003578795,0.5893849],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.473445,"threshold_uncertainty_score":0.9413784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06895491039905238,"score_gpt":0.3297199870504932,"score_spread":0.2607650766514408,"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."}}