{"id":"W4367676113","doi":"10.32920/22732520.v1","title":"The Professional Creed of Quebec’s Journalists in Canada","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Quarter (Canadian coin); Journalism; Creed; Population; Political science; Geography; Newspaper; Media studies; Sociology; Demography; Law; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002878615,0.000272594,0.0004000094,0.003987295,0.02997638,0.01153062,0.00151761,0.001801628,0.01490033],"category_scores_gemma":[0.007201779,0.000381804,0.0002983166,0.005270501,0.00685456,0.002118956,0.002179266,0.002876307,0.001355292],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1815172,"about_ca_system_score_gemma":0.2689443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976897,"about_ca_topic_score_gemma":0.9989668,"domain_scores_codex":[0.9957621,0.0004748342,0.00008412549,0.0004526894,0.001448048,0.001778163],"domain_scores_gemma":[0.9764003,0.001516994,0.001204555,0.0003676022,0.007676243,0.01283439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002403989,0.0001453503,0.08487548,0.0004248432,0.00006650802,0.001691928,0.131532,0.0002242764,0.001345344,0.09477255,0.5656016,0.1190798],"study_design_scores_gemma":[0.000019639,0.00003081813,0.1651308,0.0003495541,0.00002029926,0.000247082,0.06743853,0.0002274035,0.0002985985,0.001388821,0.7647678,0.00008062211],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3819629,0.03062876,0.0009542203,0.2437202,0.004916196,0.0002144875,0.005878901,0.0002204285,0.3315039],"genre_scores_gemma":[0.8341707,0.00771854,0.0004954787,0.01025125,0.0003285478,0.00003649852,0.0008245017,0.0001020984,0.1460724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1815172,"threshold_uncertainty_score":0.9493241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02742060616320686,"score_gpt":0.2772118281560069,"score_spread":0.2497912219928,"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."}}