{"id":"W4386568562","doi":"10.29173/pathfinder77","title":"Abandoned But Not Forgotten","year":2023,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Context (archaeology); Set (abstract data type); Work (physics); Orphan drug; Law and economics; Cultural heritage; Copyright law; Political science; Computer science; Internet privacy; Law; Business; Sociology; History; Intellectual property; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002110412,0.0001469096,0.0001582264,0.0012975,0.002598894,0.00305729,0.0006068707,0.00006062519,0.0002655862],"category_scores_gemma":[0.0005583158,0.0001020821,0.00007304337,0.001008933,0.0001694537,0.008825586,0.0001463731,0.0001912932,0.0003359211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007101968,"about_ca_system_score_gemma":0.0005123895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004038876,"about_ca_topic_score_gemma":0.0009028453,"domain_scores_codex":[0.9979162,0.000006470822,0.0004065302,0.0001615373,0.0008898379,0.0006194216],"domain_scores_gemma":[0.998422,0.00004145114,0.0001918977,0.0001185971,0.001048384,0.0001776724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002453339,0.00005951269,0.2938531,0.0003533368,0.0001371496,0.00003321175,0.02346971,0.00004049168,0.0006901793,0.01311801,0.5662594,0.1017405],"study_design_scores_gemma":[0.001561801,0.00005712252,0.6985887,0.0001627104,0.00002997016,0.00001380094,0.00660478,0.004012952,0.00009793784,0.002615523,0.2857746,0.000480062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845472,0.00002451608,0.0001528629,0.001841327,0.002227524,0.0005323546,0.00002470303,0.00004542014,0.01060408],"genre_scores_gemma":[0.9937283,0.000005927665,0.00002634045,0.004268148,0.0003133574,0.00003807445,0.00002061509,0.000009338532,0.001589915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4047357,"threshold_uncertainty_score":0.9986996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06190371695544456,"score_gpt":0.3041303825409956,"score_spread":0.2422266655855511,"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."}}