{"id":"W2038277186","doi":"10.4000/communication.769","title":"Paul ATTALLAH et Leslie REGAN SHADE, Mediascapes. New Patterns in Canadian Communication","year":2007,"lang":"en","type":"article","venue":"Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Panorama; Humanities; Sociology; Art; Visual arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004662249,0.0001525616,0.0002046809,0.0002595286,0.0009023662,0.0001039651,0.001930193,0.0002101906,0.0002545471],"category_scores_gemma":[0.0006612796,0.0001751498,0.00005854095,0.0006061146,0.0002241135,0.0003882385,0.0003174223,0.0005340089,0.00007728343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007718425,"about_ca_system_score_gemma":0.0006935064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7373877,"about_ca_topic_score_gemma":0.994399,"domain_scores_codex":[0.9974836,0.0008718747,0.000493616,0.0002031365,0.0003649673,0.000582806],"domain_scores_gemma":[0.996392,0.0008024377,0.0002187589,0.00200248,0.0001575998,0.0004267866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005166129,0.0003160734,0.2038296,0.00003277489,0.00006831803,0.000006305119,0.1571317,0.00003222259,0.0001267396,0.2462236,0.1092687,0.2829123],"study_design_scores_gemma":[0.0005350721,0.00002522273,0.1942717,0.0001725263,0.00001552397,0.000001229257,0.01944838,0.00009097614,0.00005184253,0.00677444,0.7782901,0.0003230404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2931124,0.03524832,0.0007069426,0.2980572,0.0004477631,0.001858496,0.00002453624,0.0003508253,0.3701935],"genre_scores_gemma":[0.9645121,0.03139986,0.001328404,0.001689501,0.00006966478,0.00003811904,0.0002902436,0.00002154088,0.0006505603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6713997,"threshold_uncertainty_score":0.7142402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05069567321322593,"score_gpt":0.3532321159506872,"score_spread":0.3025364427374612,"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."}}