{"id":"W4252991993","doi":"10.22230/cjc.2002v27n4a1317","title":"Use","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CBC (Canada)","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001718347,0.00004633325,0.00006624724,0.0003604852,0.0001310807,0.0005892272,0.0003549334,0.00003304462,0.0006621429],"category_scores_gemma":[0.0003841926,0.00004658637,0.00002719846,0.0003891796,0.00006827188,0.00291211,0.00001677838,0.0001414356,0.0001714587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004603286,"about_ca_system_score_gemma":0.00004316533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002392836,"about_ca_topic_score_gemma":0.004031069,"domain_scores_codex":[0.9995431,0.000005968823,0.0002442062,0.00002860429,0.00008371589,0.0000943931],"domain_scores_gemma":[0.998934,0.00003421158,0.0002871801,0.0002368735,0.0004855326,0.00002218958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003108263,0.00002268912,0.05414453,0.000008742744,0.00002650497,0.00001178094,0.0001370896,0.0001184551,0.00002144025,0.3102836,0.601287,0.03393506],"study_design_scores_gemma":[0.00009698837,0.000003273231,0.01047371,0.00004070497,0.000008189891,0.00001070963,0.00009976677,0.0002588115,0.00001154572,0.003761647,0.9851708,0.00006381616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5300142,0.0009971947,0.000201325,0.02640297,0.0007471836,0.0001278672,0.000004084593,0.00003220903,0.441473],"genre_scores_gemma":[0.9969915,0.00001019335,0.000195463,0.001649906,0.0001869287,6.835877e-7,0.00000480994,0.000007821865,0.0009526661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4669774,"threshold_uncertainty_score":0.725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1130235120343288,"score_gpt":0.2235525314622646,"score_spread":0.1105290194279358,"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."}}