{"id":"W2011943997","doi":"10.1080/1461670042000246070","title":"Increasing circulation? a comparative news‐flow study of the Montreal<i>Gazette</i>'s hard‐copy and on‐line editions","year":2004,"lang":"en","type":"article","venue":"Journalism Studies","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Newspaper; Publishing; Circulation (fluid dynamics); The Internet; Political science; News media; Advertising; News values; Media studies; Sociology; Business; Law; Computer science; World Wide Web; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006121086,0.0001090091,0.0002931789,0.00005136374,0.002061654,0.00004134384,0.0002003642,0.0000293202,0.0000059223],"category_scores_gemma":[0.000426115,0.00007226746,0.00005946121,0.000300322,0.0003591316,0.000123186,0.0001293741,0.0001929666,0.00000168366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154931,"about_ca_system_score_gemma":0.00006163833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004442636,"about_ca_topic_score_gemma":0.02192833,"domain_scores_codex":[0.9984908,0.0004799856,0.0003047753,0.0001307941,0.0004359773,0.0001577344],"domain_scores_gemma":[0.9986865,0.0004656851,0.000276224,0.0002268096,0.0002909046,0.00005385606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007819886,0.001122576,0.06213072,0.00001673224,0.0009419226,0.000004256502,0.9075484,0.004211962,0.000102721,0.0181864,0.00368847,0.001967649],"study_design_scores_gemma":[0.002137016,0.0003156876,0.3752189,0.0002653413,0.0002502001,0.000005376147,0.6011398,0.00006656241,0.00001946791,0.01710808,0.003268138,0.0002054209],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623909,0.001813794,0.00001997207,0.03286409,0.0003690756,0.0004203124,0.000006608902,0.00001742294,0.002097831],"genre_scores_gemma":[0.9960322,0.002969725,0.0002429694,0.0003190774,0.0003550362,0.00003198611,6.473302e-7,0.000004675544,0.00004369832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3130882,"threshold_uncertainty_score":0.9992375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167855382158987,"score_gpt":0.3868630085405158,"score_spread":0.2700774703246171,"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."}}