{"id":"W1543312324","doi":"10.22230/src.2010v1n1a3","title":"Scholarly and Research Communication: A Journal and Some Founding Ideas","year":2009,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Publishing; Scholarly communication; Transformative learning; The Internet; Public relations; Intellectual property; Public domain; Sociology; Library science; Media studies; World Wide Web; Political science; Computer science; Law; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01823829,0.0008538149,0.00128018,0.008429015,0.01092894,0.03881626,0.001583963,0.007554155,0.005368948],"category_scores_gemma":[0.01498945,0.0005248277,0.0007214352,0.01262368,0.02184034,0.02014234,0.004357807,0.006721553,0.001317832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00538551,"about_ca_system_score_gemma":0.009245509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008373254,"about_ca_topic_score_gemma":0.0007556925,"domain_scores_codex":[0.9940224,0.002655314,0.0006737559,0.0005141693,0.001693523,0.0004407695],"domain_scores_gemma":[0.9665454,0.01994018,0.001496814,0.001732461,0.005725979,0.004559131],"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":[0.0001385638,0.0002695704,0.0009770236,0.001385396,0.00002072639,0.001271629,0.01286727,0.0001947284,0.0008984289,0.6673191,0.1547582,0.1598995],"study_design_scores_gemma":[0.00003702078,0.0001656526,0.001000541,0.002192677,0.00002217352,0.001656553,0.00852076,0.000464542,0.0002709988,0.1427939,0.8428284,0.00004689024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007727376,0.3661533,0.005390904,0.4160095,0.09806068,0.0001462507,0.00008991374,0.0001466167,0.1062755],"genre_scores_gemma":[0.2262208,0.4061205,0.01486582,0.06993371,0.2199869,0.0004068722,0.0002001048,0.0003356284,0.0619297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9611837,"threshold_uncertainty_score":0.09645444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2033980544020667,"score_gpt":0.4038040342395242,"score_spread":0.2004059798374575,"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."}}