{"id":"W7054762619","doi":"","title":"Addressing Deficits: How Crowdfunded Journalists Find Success&#13;\\nin a Restructuring Media Industry","year":2020,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Appeal; Journalism; Real estate; Face (sociological concept); Financial crisis; Workaround; Business model; Value (mathematics); Status quo; Social 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":[0.009361177,0.0003697186,0.0005754541,0.003909799,0.007923115,0.01494002,0.001946418,0.003051993,0.006968344],"category_scores_gemma":[0.05146889,0.0004308866,0.0002996063,0.002587055,0.007037979,0.01323185,0.008933567,0.002849431,0.001382885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005828281,"about_ca_system_score_gemma":0.009081333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02333684,"about_ca_topic_score_gemma":0.03368512,"domain_scores_codex":[0.9922621,0.003030264,0.000310179,0.000748026,0.001969898,0.001679454],"domain_scores_gemma":[0.9669054,0.01293789,0.008379087,0.001252081,0.004020092,0.006505482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001061497,0.0002269926,0.1032699,0.0003887923,0.00005123386,0.001139711,0.7849146,0.00008490543,0.0008547466,0.006005443,0.02295883,0.07999858],"study_design_scores_gemma":[0.00001445175,0.00006826176,0.0430164,0.0004087508,0.00002610777,0.0003164079,0.9018997,0.0001584195,0.0001788607,0.003459673,0.05041579,0.0000371005],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401828,0.002287517,0.0007540878,0.02202607,0.0002348578,0.00008321409,0.0001484927,0.00005802359,0.03422496],"genre_scores_gemma":[0.9881909,0.001439473,0.0005723195,0.003440076,0.0001399197,0.00008639034,0.000106058,0.00004186554,0.005982872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02333684,"threshold_uncertainty_score":0.04950726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05625980677223402,"score_gpt":0.2839855727378635,"score_spread":0.2277257659656295,"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."}}