{"id":"W2075763415","doi":"10.1007/s10984-013-9153-7","title":"Changing the metacognitive orientation of a classroom environment to enhance students’ metacognition regarding chemistry learning","year":2013,"lang":"en","type":"article","venue":"Learning Environments Research","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Metacognition; Psychology; Learning environment; Mathematics education; Sociology of Education; Perception; Educational technology; Cognition; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005261379,0.0002610272,0.0002375021,0.0002495664,0.0002989167,0.001229548,0.0003955296,0.0003946875,0.003270106],"category_scores_gemma":[0.003141592,0.0001123005,0.000262984,0.0001515263,0.0001870841,0.0005489364,0.0007940529,0.0006891842,0.00043981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001804059,"about_ca_system_score_gemma":0.0006823989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003049655,"about_ca_topic_score_gemma":0.0006636262,"domain_scores_codex":[0.9996774,0.00008388682,0.00002538697,0.00007275255,0.00007441152,0.0000662196],"domain_scores_gemma":[0.9985731,0.0004845727,0.0002216786,0.000113953,0.0001218611,0.000484835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007849879,0.09892645,0.06335428,0.0008319991,0.0002316046,0.0002944985,0.004650961,0.001846589,0.2641598,0.00193428,0.002822061,0.5530976],"study_design_scores_gemma":[0.003427664,0.0609301,0.5759068,0.0005663875,0.00133706,0.0008852327,0.006373016,0.008107014,0.3092963,0.006143992,0.0267737,0.0002528365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966613,0.00005518055,0.001346557,0.0001200664,0.00002866789,0.00004249372,0.00001487719,0.00004799504,0.001682881],"genre_scores_gemma":[0.9908494,0.0001161592,0.006889775,0.00008972644,0.00001450273,0.00008676298,0.0000327197,0.00001270975,0.001908316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003270106,"threshold_uncertainty_score":0.01093966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04188583494109565,"score_gpt":0.4153943318386184,"score_spread":0.3735084968975227,"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."}}