{"id":"W2318264769","doi":"10.3390/isis-summit-vienna-2015-s3015","title":"Dallas Smythe and the Spectrum Commons","year":2015,"lang":"en","type":"article","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Commons; Computer science; Spectrum (functional analysis); Political science; Physics; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002078684,0.0004351381,0.0004047945,0.001075494,0.006200945,0.01137452,0.001034208,0.009803506,0.03807009],"category_scores_gemma":[0.006954223,0.0002751715,0.0003181575,0.001215549,0.01393752,0.007479034,0.004343745,0.008721395,0.007252024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009287368,"about_ca_system_score_gemma":0.005213061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01547723,"about_ca_topic_score_gemma":0.01919184,"domain_scores_codex":[0.9975413,0.0006555496,0.00006599799,0.0005106872,0.0008061314,0.0004203876],"domain_scores_gemma":[0.9970341,0.00154005,0.0001848484,0.0003576791,0.0004091872,0.0004741985],"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":[0.00001126157,0.00001057941,0.00007839176,0.00002753653,0.000001666715,0.00007838369,0.0009108698,0.00008140407,0.00004240622,0.7169075,0.2707689,0.011081],"study_design_scores_gemma":[0.000002572652,0.000003447588,0.0001196108,0.0001372455,0.000001034927,0.00004728801,0.0003796066,0.00006100813,0.0000413454,0.06220799,0.9369898,0.00000900609],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003164945,0.02829716,0.00160039,0.2976564,0.01075239,0.00001813958,0.000144103,0.0001277627,0.6582386],"genre_scores_gemma":[0.2241291,0.02642196,0.001637614,0.1495548,0.01405615,0.0001017846,0.0001394339,0.0003181538,0.5836412],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03807009,"threshold_uncertainty_score":0.1273571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06476794593833532,"score_gpt":0.3216277846206153,"score_spread":0.2568598386822799,"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."}}