{"id":"W3162232396","doi":"10.18192/cjms-rcem.v17i1.5879","title":"Solutions Journalism: Strategies for Effecting and Managing Change","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Media Studies","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Journalism; Technical Journalism; Public relations; Political science; Criticism; Face (sociological concept); Sociology; Law; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.07541057,0.002249353,0.00132318,0.009799767,0.01253629,0.04000842,0.005912221,0.01150623,0.01830145],"category_scores_gemma":[0.1049592,0.0009906626,0.00156418,0.005942576,0.02621948,0.03578636,0.02577173,0.01107692,0.007900247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007210542,"about_ca_system_score_gemma":0.0287868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251476,"about_ca_topic_score_gemma":0.001743544,"domain_scores_codex":[0.9364704,0.04309015,0.002896938,0.004068764,0.01055384,0.002919836],"domain_scores_gemma":[0.8855975,0.05505734,0.009897452,0.01290166,0.01647095,0.02007508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001030659,0.0003689523,0.002663368,0.002243031,0.0001770105,0.0006909455,0.06871313,0.0009016306,0.001639489,0.4023136,0.1726093,0.3475764],"study_design_scores_gemma":[0.00008388242,0.0002049396,0.0008195964,0.00143735,0.000053571,0.0002998287,0.04388912,0.001129882,0.0009977428,0.3676974,0.5832918,0.00009493418],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01846525,0.0156498,0.1584404,0.5360693,0.01412594,0.002304693,0.0002236652,0.00469878,0.2500222],"genre_scores_gemma":[0.4971697,0.01831466,0.2921884,0.07812784,0.01122821,0.004953291,0.0005180693,0.002435689,0.09506404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07541057,"threshold_uncertainty_score":0.398814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1926438141930196,"score_gpt":0.3812788028594139,"score_spread":0.1886349886663943,"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."}}