{"id":"W7137677180","doi":"","title":"The Pedagogies of Re-Use","year":2024,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Architecture; Ideal (ethics); Reading (process); Circulation (fluid dynamics); Global South","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007350355,0.00119817,0.000666641,0.00213554,0.005948692,0.01336266,0.002321179,0.003851518,0.008617291],"category_scores_gemma":[0.01325365,0.0006988632,0.0007220501,0.001502321,0.03683178,0.01790171,0.01123265,0.008430434,0.003143469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005304086,"about_ca_system_score_gemma":0.004424755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002520207,"about_ca_topic_score_gemma":0.002470428,"domain_scores_codex":[0.9859527,0.009938305,0.0003069015,0.0008853489,0.002069254,0.000847501],"domain_scores_gemma":[0.9914497,0.006028187,0.0003623126,0.0011341,0.000517869,0.0005077337],"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":[0.00001115158,0.00009417206,0.0006204199,0.0003029387,0.000007584758,0.0002072085,0.169912,0.0002937912,0.0005303153,0.7412003,0.01693686,0.06988332],"study_design_scores_gemma":[0.000008323772,0.00004031011,0.0004196623,0.000748922,0.000004525595,0.0003691859,0.04580916,0.0003570759,0.000559765,0.1659167,0.7857493,0.00001715595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02420966,0.01516891,0.0729308,0.03919658,0.001284662,0.0002506716,0.00005273956,0.0006436559,0.8462624],"genre_scores_gemma":[0.6765602,0.01926265,0.04268936,0.006821945,0.0005924694,0.001035877,0.0001429938,0.0008999833,0.2519946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01336266,"threshold_uncertainty_score":0.03887284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2176847863904801,"score_gpt":0.4807796174894626,"score_spread":0.2630948310989826,"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."}}