{"id":"W2731216545","doi":"10.21810/strm.v4i1.56","title":"Enclosure and emancipation in scholarly journals publishing: Overview, critical, global and communication perspectives","year":2011,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Emancipation; Publishing; Enclosure; Sociology; Media studies; Scholarly communication; Social science; Political science; Library science; Computer science; Politics; Law; Telecommunications","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":["bibliometrics","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01308118,0.0006997569,0.0007984073,0.01430152,0.006344426,0.02683459,0.001310697,0.005000673,0.00273751],"category_scores_gemma":[0.01266667,0.0003764396,0.000539796,0.02017968,0.02938757,0.01749345,0.006326904,0.004059515,0.0003611391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007516006,"about_ca_system_score_gemma":0.005310286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001834234,"about_ca_topic_score_gemma":0.002359053,"domain_scores_codex":[0.9890246,0.007653941,0.0005588977,0.00044539,0.001374855,0.0009423482],"domain_scores_gemma":[0.951162,0.04251862,0.002847849,0.0006878884,0.002027235,0.0007564328],"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":[0.00004471584,0.00006125947,0.002161056,0.002004486,0.00003125825,0.0003797571,0.03589477,0.0003219178,0.0001634926,0.8970765,0.006466524,0.0553943],"study_design_scores_gemma":[0.00001841107,0.0001799962,0.0096955,0.004230775,0.0001022023,0.002071629,0.1301163,0.0008636835,0.001026228,0.4383283,0.4133078,0.00005917824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06421223,0.5705508,0.01228703,0.1558913,0.00338525,0.0001124805,0.0001032327,0.00007237607,0.1933852],"genre_scores_gemma":[0.6569239,0.3162726,0.00421009,0.005071308,0.00907937,0.0002044966,0.0000730548,0.00004226019,0.008122918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9856985,"threshold_uncertainty_score":0.06918073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5381497618845964,"score_gpt":0.5839818271858536,"score_spread":0.04583206530125716,"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."}}