{"id":"W1523785209","doi":"","title":"Teacher Stories: The Language Of Learning In Teaching","year":2012,"lang":"en","type":"article","venue":"Antistasis","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Mathematics education; Pedagogy; Linguistics; Computer science; Psychology; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.001475964,0.00002865294,0.00005106453,0.00002249745,0.0002148972,0.00001622565,0.0000900326,0.00002523814,0.0002500248],"category_scores_gemma":[0.0008012432,0.00002151781,0.00001677726,0.0001040056,0.00007889582,0.0000812236,0.00001440794,0.0001548284,0.00001788474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000396938,"about_ca_system_score_gemma":0.00004577313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002606371,"about_ca_topic_score_gemma":0.0004108275,"domain_scores_codex":[0.9993272,0.0002388485,0.0000844815,0.00004243272,0.0001496926,0.000157354],"domain_scores_gemma":[0.9997135,0.0001663272,0.00002349011,0.00005248609,0.0000126461,0.00003151287],"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":[8.911165e-7,0.00006566417,0.2944983,0.000005033068,0.000004743326,3.762164e-7,0.5312629,3.235035e-7,0.00004590235,0.1326597,0.001164688,0.04029152],"study_design_scores_gemma":[0.00006251959,0.000005475268,0.09484775,0.00002799274,0.000005869944,3.149581e-7,0.4303942,0.000001408899,0.0001703527,0.0005110273,0.4738938,0.00007928831],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241003,0.0003485389,0.00006960316,0.00348383,0.000236076,0.00004566229,2.941159e-7,0.00002346582,0.07169223],"genre_scores_gemma":[0.994038,0.00002254355,0.0004670357,0.0001748843,0.0001250281,0.000003063431,8.346923e-7,0.00000297098,0.005165624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4727291,"threshold_uncertainty_score":0.3940071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109381469443519,"score_gpt":0.369185349519958,"score_spread":0.3380915348255228,"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."}}