{"id":"W6889201587","doi":"10.25547/ff91-qp05","title":"Partnering to Build the Digital Commons: Past, Present, and Future","year":2022,"lang":"en","type":"other","venue":"Electronic Textual Cultures Lab","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Commons; Context (archaeology); Period (music); Key (lock); Digital ecosystem","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006554626,0.0002924343,0.0002056334,0.0008326025,0.01715997,0.01992921,0.001405898,0.00282359,0.0695253],"category_scores_gemma":[0.008041624,0.0002172422,0.0002601527,0.00209015,0.0116676,0.01336653,0.0125324,0.003854287,0.00978279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01852487,"about_ca_system_score_gemma":0.03680677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1770822,"about_ca_topic_score_gemma":0.4317528,"domain_scores_codex":[0.9950382,0.001793904,0.00007285451,0.0002894269,0.001081805,0.001723869],"domain_scores_gemma":[0.9868509,0.001764028,0.0003779006,0.0009344353,0.001453046,0.00861977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005569552,0.0001585498,0.003950922,0.0001590159,0.000006704104,0.0004760017,0.03961058,0.0001854342,0.00100898,0.4620079,0.3298946,0.1624855],"study_design_scores_gemma":[0.000003717859,0.00001104317,0.001415151,0.0001434779,0.000002301362,0.0000695712,0.05630168,0.00008578502,0.000351869,0.01361841,0.9279839,0.00001316535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02404733,0.002423868,0.00342356,0.2332218,0.002100367,0.00006618172,0.0004033346,0.0003179085,0.7339959],"genre_scores_gemma":[0.4271081,0.004993964,0.006026141,0.02205596,0.000559101,0.0001129257,0.0007196383,0.0008421435,0.537582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9800708,"threshold_uncertainty_score":0.352103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007961478092194992,"score_gpt":0.2594825376495777,"score_spread":0.2515210595573827,"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."}}