{"id":"W4390024951","doi":"10.2139/ssrn.4671389","title":"Multilevel Classroom Climate Profiles: Associations with Competence Beliefs, Task Value, Behavioral Engagement, and Academic Achievement","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Université de Montréal","funders":"","keywords":"Competence (human resources); Psychology; Multilevel model; Student engagement; Classroom climate; Academic achievement; Value (mathematics); Social psychology; Mathematics education; Computer science","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":[0.001074691,0.0002941697,0.0004167415,0.0007015935,0.0005872586,0.001648901,0.0003916934,0.0008074393,0.004194306],"category_scores_gemma":[0.004896014,0.0003047033,0.0005969256,0.0007516483,0.0003622755,0.0006045927,0.001661014,0.001335239,0.0006150356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003594934,"about_ca_system_score_gemma":0.0006025542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00676921,"about_ca_topic_score_gemma":0.01000227,"domain_scores_codex":[0.9991351,0.0002300902,0.00005669374,0.0002409373,0.0001513548,0.0001858229],"domain_scores_gemma":[0.9950696,0.001228614,0.001319395,0.0004943337,0.0003392892,0.001548781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001192692,0.0002422317,0.9965413,0.000007480026,0.0001297156,0.0000181313,0.0003339875,0.0001139165,0.0005978369,0.00006916426,0.0001196095,0.001707349],"study_design_scores_gemma":[0.000002406171,0.00005877946,0.9992738,0.00000366871,0.00002069971,0.000008942097,0.0002510921,0.0001986033,0.000074132,0.00005278115,0.00005168623,0.000003395504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999262,0.00004075712,0.0001123899,0.0000443246,0.000004630893,0.000003787003,0.0001737851,0.000006585455,0.0003518187],"genre_scores_gemma":[0.9994743,0.00001574007,0.00008688866,0.000008551969,0.000004313294,0.00000823931,0.0001802473,0.000004230303,0.0002173998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00676921,"threshold_uncertainty_score":0.01403141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1725572311967138,"score_gpt":0.4138666042853856,"score_spread":0.2413093730886718,"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."}}