{"id":"W4251754369","doi":"10.48009/2_iis_2021_275-291","title":"PROACTIVELY SEEKING NEW KNOWLEDGE IN SOCIAL ENCOUNTERS FOR TEACHING","year":2021,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institute of Steel Construction","keywords":"Social knowledge; Knowledge management; Psychology; Sociology; Computer science; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.005037478,0.0006865652,0.0004623162,0.001908675,0.01413869,0.01345443,0.00174426,0.004160993,0.009699985],"category_scores_gemma":[0.01413037,0.0003527154,0.0009152139,0.001208576,0.007196622,0.01126864,0.01624965,0.003800231,0.002635698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002525623,"about_ca_system_score_gemma":0.004245214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008003627,"about_ca_topic_score_gemma":0.002156613,"domain_scores_codex":[0.9875284,0.008015539,0.0003608475,0.0008042211,0.002150358,0.001140742],"domain_scores_gemma":[0.9891891,0.004931918,0.001492428,0.0009950576,0.0008170466,0.002574338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001290981,0.000934603,0.01525924,0.0004377348,0.00005765095,0.006341625,0.6820115,0.0005620084,0.01211331,0.08325364,0.01400393,0.1848956],"study_design_scores_gemma":[0.00004804459,0.0004351174,0.005571726,0.0004298329,0.00009689885,0.005360838,0.5826595,0.003187332,0.00668202,0.08128604,0.314106,0.0001366024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.641515,0.001220593,0.06195595,0.02577946,0.0007417481,0.00059002,0.00005578821,0.0006439897,0.2674975],"genre_scores_gemma":[0.9640045,0.0004406991,0.01457891,0.001282383,0.0001735438,0.0001361244,0.00004291685,0.0000828448,0.01925809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01413869,"threshold_uncertainty_score":0.03244966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03163380224265663,"score_gpt":0.3777849920649339,"score_spread":0.3461511898222773,"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."}}