{"id":"W4246581415","doi":"10.22230/cjc.2020v45n1a3767","title":"Regional","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003251889,0.0005949785,0.0002912987,0.001097125,0.002158745,0.00307157,0.0008212024,0.0007925598,0.5097326],"category_scores_gemma":[0.0009508935,0.000260974,0.0003445444,0.00153294,0.0004379959,0.0008592215,0.001494341,0.001050563,0.2512578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002678006,"about_ca_system_score_gemma":0.00686859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08620841,"about_ca_topic_score_gemma":0.1554646,"domain_scores_codex":[0.9995356,0.00003174983,0.00001259791,0.0001160584,0.0001642894,0.0001397207],"domain_scores_gemma":[0.9993616,0.00003302982,0.00002806864,0.00006370855,0.0003565381,0.0001570713],"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":[0.00008093417,0.00003030866,0.001092314,0.0001522502,0.000007836867,0.0001916955,0.0002879294,0.000159513,0.001486101,0.02349265,0.8803237,0.09269466],"study_design_scores_gemma":[0.000004607831,0.00000515277,0.001120658,0.00001406396,0.000002244237,0.00004034953,0.0001197896,0.00003012062,0.0001549314,0.0002729029,0.9982323,0.000002817183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002562267,0.0007826143,0.0008455573,0.001554216,0.000896455,0.00007061743,0.005606323,0.0009627322,0.9867192],"genre_scores_gemma":[0.008563375,0.0004577095,0.0005853779,0.00041902,0.0001019659,0.00002890242,0.002647144,0.0002617308,0.9869348],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4902674,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0846158873324467,"score_gpt":0.26652507664855,"score_spread":0.1819091893161033,"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."}}