{"id":"W6884660740","doi":"10.11575/prism/27320","title":"Perspectives on Introversion and Engagement in the Adult ESL Classroom","year":2016,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extraversion and introversion; Interpretation (philosophy); Qualitative research; Coding (social sciences); Adult education; Formal learning; English as a second language; Test (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004755486,0.0005308246,0.0005249282,0.00122143,0.006058449,0.006888793,0.001034931,0.001124835,0.001331833],"category_scores_gemma":[0.005930942,0.0002726408,0.0003705563,0.0007224339,0.0144128,0.002336549,0.006304801,0.002847546,0.0001361099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002831803,"about_ca_system_score_gemma":0.002365241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009754123,"about_ca_topic_score_gemma":0.01604953,"domain_scores_codex":[0.995222,0.00286156,0.0001742436,0.0002447513,0.0008171406,0.0006802515],"domain_scores_gemma":[0.993032,0.004069014,0.0007991412,0.000268746,0.0005304103,0.001300669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009277985,0.00003290347,0.007084252,0.000022964,0.000002388549,0.0006259947,0.9874958,0.00001687042,0.0004967663,0.001013475,0.0001181624,0.003081131],"study_design_scores_gemma":[0.000003149355,0.00007252455,0.01163347,0.00007801114,0.000006198537,0.0008028705,0.9801359,0.00006465938,0.0002985739,0.0005312414,0.00635888,0.00001450359],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916739,0.0003546145,0.0005355398,0.0008413212,0.00001710062,0.00001247609,0.000007941727,0.0000120621,0.006545122],"genre_scores_gemma":[0.9976645,0.000272005,0.0002104509,0.0002451691,0.000008417145,0.00001102068,0.000009449474,0.00000575559,0.001573206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009754123,"threshold_uncertainty_score":0.0251497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008035376241434404,"score_gpt":0.2074141766785566,"score_spread":0.1993788004371222,"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."}}