{"id":"W2802011595","doi":"","title":"Story of Experiences of Class Research Society to Increase Teaching Professionalism","year":2012,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Sociology; Mathematics education; Pedagogy; Psychology; Philosophy; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004605369,0.0009630669,0.0007252435,0.001465194,0.02966314,0.01006062,0.002668411,0.008794322,0.01197453],"category_scores_gemma":[0.01093404,0.0008072051,0.0007331081,0.0009591065,0.01448344,0.007453342,0.0109637,0.02153405,0.00220989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005698208,"about_ca_system_score_gemma":0.002748745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403621,"about_ca_topic_score_gemma":0.03376524,"domain_scores_codex":[0.9944898,0.002945254,0.00008366938,0.0003715178,0.0007848805,0.001324802],"domain_scores_gemma":[0.987268,0.004546904,0.0005544983,0.0004408334,0.0009750129,0.006214895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002055501,0.0002806355,0.00236106,0.000106992,0.00002348168,0.00608208,0.8815351,0.0001312779,0.0009042994,0.02919495,0.07102465,0.008149907],"study_design_scores_gemma":[0.00002422717,0.0001240362,0.002211028,0.0001312956,0.00001056821,0.001644721,0.6661442,0.0001287729,0.0005720258,0.002844624,0.3261203,0.00004409726],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5432094,0.001881764,0.003888608,0.225835,0.007119898,0.00021882,0.000803544,0.0003971515,0.2166459],"genre_scores_gemma":[0.8923226,0.0008899755,0.001150365,0.01692684,0.001081573,0.000106751,0.0001865407,0.0003230078,0.08701224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02966314,"threshold_uncertainty_score":0.04134357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07353868384316743,"score_gpt":0.4257994271029106,"score_spread":0.3522607432597432,"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."}}