{"id":"W4367840708","doi":"10.32920/22750859","title":"Canada’s local news “poverty”","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Political science; Geography; Law","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":[0.0004941895,0.0005078919,0.000332649,0.00142833,0.01128279,0.006324147,0.0007284637,0.001934435,0.1030642],"category_scores_gemma":[0.002447097,0.0002779332,0.0003388145,0.003009187,0.001111012,0.001162119,0.001248265,0.00256933,0.01535847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02655461,"about_ca_system_score_gemma":0.05187672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9733819,"about_ca_topic_score_gemma":0.9909999,"domain_scores_codex":[0.9991089,0.00004163141,0.00001190399,0.00005529612,0.0005054241,0.0002768025],"domain_scores_gemma":[0.9981095,0.0001410131,0.00003792574,0.00005660066,0.001156868,0.0004980742],"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":[0.00000668616,0.000003820902,0.0002896001,0.00001611184,0.000001832614,0.00004851172,0.0002033538,0.00001839684,0.00002496734,0.003098592,0.9925694,0.003718599],"study_design_scores_gemma":[0.000003911293,0.000002593551,0.003495509,0.00004343511,0.00000341082,0.00002233768,0.00102121,0.00004794797,0.00008197413,0.0004125509,0.9948562,0.000008851517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007033623,0.003642761,0.000270703,0.1102965,0.005440986,0.00006809443,0.02157426,0.0004616012,0.8512114],"genre_scores_gemma":[0.02981855,0.001811639,0.0002906924,0.008967438,0.0004868548,0.00002652863,0.004216619,0.0002270252,0.9541547],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1030642,"threshold_uncertainty_score":0.344784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07065506555363406,"score_gpt":0.3245744883314435,"score_spread":0.2539194227778095,"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."}}