{"id":"W4413590659","doi":"10.64628/aam.dkj9ffpas","title":"The untold story of Canada’s journalism startups","year":2022,"lang":"de","type":"preprint","venue":"","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Journalism; Media studies; Political science; Business; Advertising; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003274803,0.0005280217,0.0004480524,0.002613265,0.02522813,0.02293726,0.001659171,0.007792639,0.01462137],"category_scores_gemma":[0.01568512,0.000596287,0.0003614341,0.004352961,0.01212872,0.005809215,0.00370517,0.01173982,0.001859535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1065763,"about_ca_system_score_gemma":0.1066016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9715112,"about_ca_topic_score_gemma":0.9863315,"domain_scores_codex":[0.9940224,0.0005728653,0.00005931028,0.0003677194,0.002666026,0.002311503],"domain_scores_gemma":[0.9819374,0.0034014,0.0006594423,0.0005432794,0.006556907,0.006901558],"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":[0.0001122224,0.00004048474,0.003925895,0.00005387563,0.00003005312,0.0008761135,0.01641078,0.0002565784,0.0002856541,0.2261062,0.7327821,0.01912005],"study_design_scores_gemma":[0.00001730339,0.000009560906,0.00695724,0.0001205484,0.0000132952,0.00007762431,0.01257629,0.0002083221,0.0003466765,0.009244968,0.9703699,0.00005830422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06743797,0.009860496,0.0005480417,0.6259046,0.003452205,0.00004187059,0.002275738,0.0001699824,0.2903091],"genre_scores_gemma":[0.6591672,0.005510695,0.0003830312,0.06693654,0.001642741,0.00003049433,0.000624378,0.0003145418,0.2653905],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1065763,"threshold_uncertainty_score":0.7732685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498795716132667,"score_gpt":0.2105624630353094,"score_spread":0.1955745058739828,"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."}}