{"id":"W3089554403","doi":"10.4018/978-1-7998-3473-1.ch025","title":"Fab Labs","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in logistics, operations, and management science book series","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; Université du Québec","funders":"Agence Nationale de la Recherche","keywords":"Autonomy; Teamwork; Creativity; Knowledge management; Context (archaeology); Work (physics); Business; Public relations; Engineering; Engineering ethics; Political science; Computer 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004982202,0.0004244573,0.0003790486,0.0008514565,0.0006397703,0.0008887448,0.0005825604,0.00008431587,0.0002371122],"category_scores_gemma":[0.000112468,0.0004195373,0.00004636983,0.0003746326,0.001265735,0.004815002,0.0009273805,0.0002287154,0.0004515407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067592,"about_ca_system_score_gemma":0.00003969845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009281719,"about_ca_topic_score_gemma":0.0004067359,"domain_scores_codex":[0.9976099,0.000004418415,0.000607628,0.0008704471,0.0005328907,0.0003747538],"domain_scores_gemma":[0.99909,0.00001501281,0.0002013983,0.0003998226,0.0002651546,0.00002863326],"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":[0.00001781481,0.00001755858,0.00004615398,0.0004669249,0.00001419172,0.00003751002,0.00003191349,0.0002610027,0.000002723872,0.9906978,0.002130243,0.006276168],"study_design_scores_gemma":[0.0002700828,0.00002222101,0.00004089654,0.0001561823,0.0000520454,0.000001024269,0.000363121,0.001007068,0.000003793854,0.08698884,0.9106126,0.0004821311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001195615,0.002817774,0.002518245,0.002055822,0.001073765,0.000818847,0.000008993815,0.0001495935,0.9905558],"genre_scores_gemma":[0.01287921,0.04168543,0.006955144,0.02174849,0.001778823,0.0001924932,0.0002482969,0.0001139624,0.9143981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9084824,"threshold_uncertainty_score":0.9998257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931234387254857,"score_gpt":0.2477227157479397,"score_spread":0.2284103718753911,"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."}}