{"id":"W7052344232","doi":"","title":"Reimagining Canadian Journalism: A Case Study of News Startups in Montreal","year":2024,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Strong","keywords":"Newspaper; Journalism; Transparency (behavior); Government (linguistics); News media; Digital media","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":[0.002831298,0.0009428478,0.0005818005,0.003964352,0.0473229,0.006880303,0.004178619,0.003426579,0.006923771],"category_scores_gemma":[0.007317903,0.0007633086,0.0005650957,0.007474264,0.01028339,0.002039347,0.005318465,0.003540146,0.0005928606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1075911,"about_ca_system_score_gemma":0.07307307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9781801,"about_ca_topic_score_gemma":0.9956702,"domain_scores_codex":[0.9953808,0.001229963,0.00007392365,0.0003452509,0.001054651,0.001915503],"domain_scores_gemma":[0.9918643,0.001805197,0.0006091831,0.0002136025,0.001770689,0.003737153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001302038,0.0002301542,0.02864785,0.00029595,0.0000373401,0.02879413,0.8989965,0.0002718677,0.001837931,0.006173528,0.0161275,0.01845718],"study_design_scores_gemma":[0.00001521583,0.00007715035,0.02580747,0.0001285164,0.00002166875,0.001169484,0.9097134,0.0001931294,0.0002854301,0.000176202,0.06235114,0.0000611792],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568911,0.001555452,0.0003838925,0.00800556,0.0001544254,0.0003914955,0.0004440716,0.00004542954,0.03212857],"genre_scores_gemma":[0.9759878,0.001443896,0.0008169938,0.001623212,0.00006442013,0.00009670929,0.000229974,0.00004956325,0.0196874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1075911,"threshold_uncertainty_score":0.7806317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693085420403986,"score_gpt":0.2706595138291968,"score_spread":0.253728659625157,"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."}}