{"id":"W7109058131","doi":"10.59350/16kn2-7pe70","title":"25 Years of Open Source &amp;amp; Open Access: An Interview with Brian Owen","year":2023,"lang":"","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Quarter (Canadian coin); Work (physics); Open source; Key (lock)","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","open_science"],"consensus_categories":[],"category_scores_codex":[0.02654487,0.0005488529,0.0008289733,0.001583282,0.03676435,0.01252338,0.0023939,0.01000782,0.01010236],"category_scores_gemma":[0.04635912,0.001286536,0.0004484554,0.003848292,0.02182747,0.0228571,0.01438937,0.02614731,0.002633838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01033383,"about_ca_system_score_gemma":0.01325228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05043536,"about_ca_topic_score_gemma":0.06463069,"domain_scores_codex":[0.9700197,0.01848649,0.0005200282,0.0009274348,0.006619187,0.003427177],"domain_scores_gemma":[0.9447187,0.02626041,0.001798661,0.001161962,0.006589509,0.01947081],"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":[0.00004202611,0.0001354181,0.001203405,0.0001257512,0.000007059441,0.001676438,0.5630161,0.0000584577,0.0008977766,0.02233866,0.3981355,0.01236352],"study_design_scores_gemma":[0.000006061462,0.00003264621,0.000685728,0.0001832528,0.000002857089,0.0004286483,0.3558348,0.00007534737,0.0001316691,0.00231729,0.6402503,0.00005139886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03583663,0.005791003,0.001794333,0.904025,0.003735162,0.0001403984,0.00009352192,0.00011374,0.04847025],"genre_scores_gemma":[0.3562742,0.009003856,0.003210102,0.5024039,0.001877185,0.0006936807,0.0001182813,0.0008870526,0.1255318],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9976061,"threshold_uncertainty_score":0.1403844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3130878462917064,"score_gpt":0.4058870609662699,"score_spread":0.09279921467456348,"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."}}