{"id":"W2760143165","doi":"10.36510/learnland.v2i2.302","title":"Listening to Children—Learning From Children","year":2009,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Active listening; Intuition; Mathematics education; Psychology; Class (philosophy); Pedagogy; Computer science; Cognitive science; Communication; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00292132,0.0007690266,0.0007560257,0.0007879899,0.006085682,0.008065275,0.001455127,0.003385537,0.005128583],"category_scores_gemma":[0.01026534,0.0004784605,0.0006086247,0.000529231,0.01150458,0.006505758,0.009759463,0.004416244,0.001232594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001657324,"about_ca_system_score_gemma":0.00211936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002798922,"about_ca_topic_score_gemma":0.003756968,"domain_scores_codex":[0.9963109,0.002163494,0.0001071024,0.0003452975,0.0005817997,0.0004912809],"domain_scores_gemma":[0.9962877,0.002241358,0.0003640715,0.0002128158,0.0002361112,0.0006580322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006027194,0.0002514019,0.0056565,0.0006388837,0.00002622985,0.003222683,0.8831354,0.0001395974,0.004224932,0.02285578,0.01549503,0.0642933],"study_design_scores_gemma":[0.0000380096,0.0002512385,0.005331879,0.0009588713,0.00003971688,0.006863192,0.5592963,0.00009478736,0.001493345,0.01301234,0.4125405,0.00007981653],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6363029,0.01901435,0.01364181,0.0192037,0.001357483,0.0003309011,0.0001405907,0.0004325584,0.3095758],"genre_scores_gemma":[0.9300796,0.01167265,0.009863853,0.006313081,0.0003195912,0.0003517677,0.0001406672,0.0002358764,0.04102293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008065275,"threshold_uncertainty_score":0.01715684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245004069259006,"score_gpt":0.2990533905056982,"score_spread":0.2866033498131081,"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."}}