{"id":"W2022600681","doi":"10.1111/j.1540-4609.2007.00161.x","title":"Influence Tactics in the Classroom and Their Relationship to Student Satisfaction*","year":2008,"lang":"en","type":"article","venue":"Decision Sciences Journal of Innovative Education","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Psychology; Differential (mechanical device); Social psychology; Mathematics education; Differential effects; Computer science; Engineering","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":[0.002738002,0.00008843574,0.0001320872,0.0007593544,0.000460306,0.00006601501,0.0004931397,0.00004951282,0.00007312406],"category_scores_gemma":[0.00164417,0.00005656933,0.0000224092,0.003147455,0.0002171114,0.0003942858,0.00003792233,0.0003981226,0.00002669769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001197779,"about_ca_system_score_gemma":0.0007881693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007162621,"about_ca_topic_score_gemma":0.00006205087,"domain_scores_codex":[0.9982089,0.0003236894,0.0007698201,0.0001574609,0.0004113009,0.0001288147],"domain_scores_gemma":[0.9957484,0.002042495,0.0005534881,0.0002907604,0.001296969,0.0000679056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001978289,0.000156402,0.8791645,0.000001100355,0.000003360189,4.413293e-7,0.0560001,0.00005964077,0.00002526365,0.02325762,0.005066452,0.03624537],"study_design_scores_gemma":[0.0001341826,0.0001514876,0.9156024,0.000043206,0.000001045904,0.0001830561,0.06957919,0.000001971798,0.000006834118,0.005130858,0.009111406,0.00005434976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835308,0.0004129769,0.002093762,0.01091918,0.0008303327,0.0002120801,0.000001156797,0.00000361941,0.001996126],"genre_scores_gemma":[0.990846,0.00008306401,0.006193205,0.002680837,0.0001060341,0.00002425369,6.528199e-7,0.000003798515,0.00006214619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03643794,"threshold_uncertainty_score":0.3540348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1473254512430904,"score_gpt":0.5027589463444869,"score_spread":0.3554334951013965,"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."}}