{"id":"W3109457839","doi":"10.1080/15710882.2020.1823995","title":"Knowing together – experiential knowledge and collaboration","year":2020,"lang":"en","type":"article","venue":"CoDesign","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Experiential learning; Experiential knowledge; Knowledge management; Discipline; Engineering ethics; Psychology; Sociology; Engineering; Pedagogy; Computer science; Epistemology; Social science","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":[0.0003844034,0.00003972622,0.00005037047,0.00002035052,0.0003759516,0.0001202211,0.00005501735,0.00003635908,0.0006412296],"category_scores_gemma":[0.0007532008,0.00004109585,0.000007882942,0.0003439288,0.000089979,0.000269601,0.00001055882,0.00006893378,0.0001069197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001865936,"about_ca_system_score_gemma":0.0001725175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000358192,"about_ca_topic_score_gemma":0.0000362382,"domain_scores_codex":[0.9993276,0.0003124771,0.00007046654,0.0001143709,0.00008639976,0.00008869142],"domain_scores_gemma":[0.9996092,0.0001124319,0.00004527815,0.00003257872,0.0001379477,0.0000625434],"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":[0.00002872438,0.00003713881,0.001628837,0.000008464079,0.00001005945,7.843497e-7,0.8355187,0.000003689344,0.00400109,0.09642936,0.04411548,0.01821773],"study_design_scores_gemma":[0.00009183559,0.000022433,0.0002584594,0.000003575154,0.000003280224,6.202303e-8,0.05187654,0.00009558457,0.0006334043,0.0000613851,0.9468934,0.00006001537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2862124,0.001682765,0.02321986,0.06945557,0.001980671,0.0006303047,0.000002158035,0.0003239614,0.6164923],"genre_scores_gemma":[0.9938847,0.00002135656,0.0008140212,0.0007346697,0.0005154493,0.00001006664,0.000001468995,0.000005435815,0.004012795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.902778,"threshold_uncertainty_score":0.7021015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160100020289647,"score_gpt":0.4224222767499414,"score_spread":0.3064122747209767,"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."}}