{"id":"W2303091556","doi":"","title":"Constructivism in Audiovisual and Speaking Teaching of University","year":2016,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Innovative Educational Techniques","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constructivism (international relations); Active listening; The Internet; Construct (python library); Computer science; Mathematics education; Multimedia; Sociology; Psychology; World Wide Web; Political science; Communication; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.05047068,0.0006076597,0.0005473483,0.004696874,0.003343867,0.01179795,0.001721293,0.001236004,0.000900339],"category_scores_gemma":[0.0333988,0.000454684,0.0007967862,0.002119711,0.05349633,0.006204817,0.005082612,0.003971819,0.000108642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007543553,"about_ca_system_score_gemma":0.006839313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003314322,"about_ca_topic_score_gemma":0.001920357,"domain_scores_codex":[0.9079988,0.07744309,0.00166269,0.002458413,0.008830621,0.001606404],"domain_scores_gemma":[0.9666886,0.02524099,0.001841636,0.0030534,0.002301098,0.0008742147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004097915,0.00008782597,0.005003617,0.0003577333,0.00008203075,0.00008766237,0.1456566,0.00137104,0.0004247738,0.8195289,0.00073597,0.02662295],"study_design_scores_gemma":[0.00006043628,0.00008044891,0.003914989,0.0005766431,0.00003437361,0.000164928,0.05112125,0.004251861,0.0009992969,0.9146485,0.02409878,0.00004834691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2796459,0.01296385,0.3973923,0.04696667,0.0008135706,0.0007478305,0.00008858808,0.0002848796,0.2610963],"genre_scores_gemma":[0.9826159,0.0009170002,0.01389107,0.0007120727,0.0001042866,0.0002947616,0.00001957488,0.00003855913,0.001406758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05047068,"threshold_uncertainty_score":0.2669176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02666411262587532,"score_gpt":0.3737638824714635,"score_spread":0.3470997698455882,"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."}}