{"id":"W2184127588","doi":"10.36510/learnland.v8i1.674","title":"What Lies Beneath: Exploring Experiences of Faculty Learning From Informal Relationships","year":2014,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Informal learning; Privilege (computing); Perspective (graphical); Value (mathematics); Interpersonal communication; Informal education; Psychology; Interpersonal relationship; Qualitative research; Experiential learning; Formal learning; Sample (material); Pedagogy; Sociology; Social psychology; Higher education; Computer science; Social science; Political science","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":[0.008863975,0.0008529084,0.0007533291,0.001271278,0.01510876,0.009704929,0.002392737,0.002531466,0.003068066],"category_scores_gemma":[0.02283611,0.0006815058,0.0005741157,0.001081595,0.01942775,0.009793859,0.01370138,0.00542077,0.0003870134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002929522,"about_ca_system_score_gemma":0.003333631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004125641,"about_ca_topic_score_gemma":0.007762681,"domain_scores_codex":[0.9861128,0.01063384,0.0002246861,0.000480206,0.0009406955,0.001607879],"domain_scores_gemma":[0.9838105,0.01167364,0.001131972,0.0006018011,0.0006402762,0.002141877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002201756,0.00002915057,0.001059157,0.00004241803,0.00000446793,0.00054314,0.9934345,0.00003380171,0.000450925,0.001028919,0.0002592477,0.003092173],"study_design_scores_gemma":[0.000003580457,0.00004347603,0.0006819139,0.00006242436,0.000005426034,0.0003266694,0.9919795,0.00007285866,0.0002374126,0.0006283077,0.00594675,0.00001165466],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837801,0.0004286893,0.003153091,0.002884856,0.00008642439,0.00006024914,0.00003093334,0.00004406244,0.009531558],"genre_scores_gemma":[0.9965238,0.0002836823,0.0006804997,0.0004199552,0.00002832991,0.00003340063,0.00001696532,0.00003920003,0.00197427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01510876,"threshold_uncertainty_score":0.04687774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09800651618165983,"score_gpt":0.3540600651039693,"score_spread":0.2560535489223094,"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."}}