{"id":"W4413603870","doi":"10.64628/aam.faxy5c736","title":"Canadians are losing their appetite for news — and trusting it less","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Appetite; Psychology; Internet privacy; Advertising; Business; Medicine; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"aff_core","weight":5595.2375,"opus":{"tier":"OUT","genre":"other","about_ca":false,"confidence":"high","reason":"Piece on Canadians consuming and trusting news less; the object is news media consumption and trust in journalism, not research or trust in science."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"The title concerns public trust and appetite for news, not the research system."},"grok":{"tier":"OUT","genre":"editorial/commentary","about_ca":false,"confidence":"medium","reason":"Title on declining news appetite and trust among Canadians; journalism/public opinion, not research about research."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002674509,0.000445775,0.0004604839,0.002275904,0.01436722,0.01996667,0.0007490741,0.003928941,0.06679571],"category_scores_gemma":[0.01995525,0.0003617175,0.0004889863,0.005525711,0.005780548,0.00471624,0.002109691,0.004541259,0.00713021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03454205,"about_ca_system_score_gemma":0.04613125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.960401,"about_ca_topic_score_gemma":0.9661117,"domain_scores_codex":[0.9952679,0.0004404749,0.00007739106,0.0002376166,0.002785693,0.001190904],"domain_scores_gemma":[0.9835745,0.001876145,0.0009455943,0.000572078,0.008041891,0.00498973],"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":[0.00008182247,0.00002952148,0.007870259,0.0001025805,0.0000389442,0.000152234,0.005108156,0.0000991509,0.0002846159,0.05219137,0.8922737,0.04176772],"study_design_scores_gemma":[0.00001493155,0.00001009913,0.01317829,0.0001099066,0.00002731851,0.00009661628,0.01142685,0.0001034184,0.0001485267,0.004955673,0.9698769,0.00005152047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03029112,0.005661684,0.0008246095,0.4101629,0.009603398,0.00003466098,0.001623334,0.000279626,0.5415186],"genre_scores_gemma":[0.3480888,0.01066662,0.001994077,0.09595644,0.004356156,0.00002574368,0.001813516,0.0005838371,0.5365149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06679571,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122335896930548,"score_gpt":0.3398859625967209,"score_spread":0.2276523729036661,"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."}}