{"id":"W2922380605","doi":"10.5539/ies.v12n4p19","title":"Failure of Research-Based Learning Implementation in Basic Education","year":2019,"lang":"en","type":"article","venue":"International Education Studies","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindset; Coaching; Psychology; Contemplation; Pedagogy; Curriculum; Mathematics education; Faculty development; Professional development; Teaching method; Computer science","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":[0.04930138,0.0003450819,0.0005704812,0.001583798,0.001823398,0.005360809,0.003490257,0.001461845,0.005248091],"category_scores_gemma":[0.1163259,0.0006608826,0.0006718567,0.001070649,0.002387386,0.00260386,0.004490535,0.002823313,0.001989405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002727192,"about_ca_system_score_gemma":0.01802466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713556,"about_ca_topic_score_gemma":0.001364947,"domain_scores_codex":[0.9520133,0.02470604,0.003705374,0.003559017,0.01252416,0.003492107],"domain_scores_gemma":[0.7846614,0.09686421,0.03153694,0.02999818,0.02822735,0.02871204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004379625,0.006918076,0.1853728,0.002655641,0.000140934,0.001163841,0.04145783,0.001150874,0.01169506,0.01508483,0.004802834,0.7291194],"study_design_scores_gemma":[0.0005242445,0.01715777,0.6899663,0.004316472,0.0002133283,0.003978974,0.09118322,0.008926383,0.02244542,0.02059222,0.140328,0.0003676254],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558149,0.0007021273,0.01382401,0.005124433,0.0001058467,0.001053712,0.00006693618,0.0006030332,0.02270516],"genre_scores_gemma":[0.9869552,0.0001979306,0.007971565,0.0003058084,0.0000217271,0.0002874443,0.000045557,0.00004085339,0.004173849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04930138,"threshold_uncertainty_score":0.2607338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060614086826536,"score_gpt":0.5484130335234726,"score_spread":0.442351624840819,"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."}}