{"id":"W2155595711","doi":"10.11575/ajer.v56i4.55424","title":"Perceptions of Classroom Working Alliance and Student Performance","year":2011,"lang":"en","type":"article","venue":"University of Calgary","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Alliance; Psychology; Construct (python library); Humanities; Perception; Social psychology; Political science; 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":[0.0001123646,0.00002707287,0.00005280148,0.00002558572,0.0001518476,0.000001946891,0.0001269822,0.00002794013,0.0002347566],"category_scores_gemma":[0.000003874858,0.00003439427,0.00001758159,0.00007355413,0.0002880757,0.0001234917,0.00003812497,0.00003474479,0.00000489421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004534235,"about_ca_system_score_gemma":0.00003879354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014481,"about_ca_topic_score_gemma":0.001366262,"domain_scores_codex":[0.9996649,0.00003149332,0.00004809559,0.00006537303,0.0001202438,0.00006988699],"domain_scores_gemma":[0.9998009,0.00001396969,0.0000552242,0.00005834203,0.00003680217,0.00003474918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001233831,0.0001610405,0.8972574,0.00001296306,0.00001130544,4.706726e-7,0.09036809,8.504002e-7,0.0004647607,0.004693857,0.0001342506,0.006882662],"study_design_scores_gemma":[0.00009657534,0.00003057776,0.9474354,0.00004206728,0.00001463971,7.640421e-8,0.04825034,0.00004101246,0.0001442989,0.0001128714,0.003787521,0.00004458681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291164,0.00005768235,0.0001992005,0.00002731573,0.00007254958,0.00006391101,6.599546e-7,0.000008706983,0.07045361],"genre_scores_gemma":[0.9956057,0.0007687393,0.002304218,0.000009101882,0.0000100502,7.784388e-8,0.000001606767,0.000001227333,0.001299263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06915434,"threshold_uncertainty_score":0.3045307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.056280839656131,"score_gpt":0.2794396886441646,"score_spread":0.2231588489880336,"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."}}