{"id":"W4400459539","doi":"10.1080/09505431.2024.2375218","title":"A hermeneutic dialogical understanding of data reuse across different access regimes","year":2024,"lang":"en","type":"article","venue":"Science as Culture","topic":"Research Data Management Practices","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dialogical self; Reuse; Sociology; Data access; Hermeneutics; Epistemology; Computer science; Psychology; Social psychology; Engineering; Database","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":["scholarly_communication","open_science"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.002169843,0.0001483999,0.0001563421,0.0001514128,0.0004060338,0.01106691,0.02745627,0.0000466393,0.00001849593],"category_scores_gemma":[0.001777229,0.00009326305,0.00003642782,0.002483463,0.0007972729,0.06650286,0.02408549,0.0002848642,0.00003230511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149119,"about_ca_system_score_gemma":0.0002248823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003357301,"about_ca_topic_score_gemma":0.00002090335,"domain_scores_codex":[0.9965248,0.00009915222,0.0002166638,0.001188474,0.001399357,0.0005715239],"domain_scores_gemma":[0.9949494,0.0001757189,0.00008748281,0.004544813,0.00007127338,0.0001712864],"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":[0.000009649644,0.00009372932,0.0002642024,0.000146134,0.00003548226,0.0001566908,0.00312458,0.00001434348,0.006362659,0.9701575,0.01345257,0.006182439],"study_design_scores_gemma":[0.001065208,0.0009861598,0.01423613,0.001379739,0.0001030046,0.0001708031,0.01012821,0.09880389,0.01722709,0.5940058,0.2600517,0.001842238],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2319719,0.003714942,0.5694321,0.08939596,0.005560357,0.002495102,0.0003585795,0.001718797,0.09535225],"genre_scores_gemma":[0.9937164,0.0007244201,0.003557905,0.0001701242,0.00006493925,0.000008891787,0.00001658653,0.000005916655,0.001734847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7617445,"threshold_uncertainty_score":0.9899597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3986768600414335,"score_gpt":0.4985141304007586,"score_spread":0.0998372703593251,"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."}}