{"id":"W2993480342","doi":"10.17583/rimcis.2019.4600","title":"Water Management in the Media and Research: Dissemination in Catalonia and Its Capture by Private Companies","year":2019,"lang":"en","type":"article","venue":"International and Multidisciplinary Journal of Social Sciences","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agencia Estatal de Investigación; Centres de Recerca de Catalunya; Canadian Institute for Advanced Research","keywords":"Newspaper; Business; Public relations; Mass media; Political science; Advertising","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001974306,0.00005750456,0.00009329322,0.0001334461,0.0003454906,0.0001556303,0.0002951375,0.00004299388,0.00001927465],"category_scores_gemma":[0.0000368698,0.00003225822,0.00001417305,0.0001581422,0.0004585309,0.0006442807,0.0001313676,0.0001850462,0.00000114301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004478912,"about_ca_system_score_gemma":0.00001827537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002664838,"about_ca_topic_score_gemma":0.0007862475,"domain_scores_codex":[0.9987246,0.0001297916,0.0001800057,0.0001230494,0.0006661815,0.0001763885],"domain_scores_gemma":[0.99967,0.0001349841,0.00007733845,0.00001848654,0.00007027214,0.00002893588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001265505,0.0001345178,0.3482179,0.00003887828,0.00003016967,0.00006063508,0.5858936,0.00002002942,0.004558709,0.05361275,0.001354616,0.005951684],"study_design_scores_gemma":[0.000487512,0.0000665051,0.9108149,0.0001041777,0.00000424726,0.00001562558,0.06684867,0.0001401996,0.0002275539,0.01602177,0.005167149,0.0001016869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824504,0.0003928941,7.728763e-7,0.01492872,0.0001845495,0.0001200715,0.000007589091,0.000001314018,0.001913709],"genre_scores_gemma":[0.9991814,0.0004068061,0.0000387358,0.00003074256,0.0000982761,0.000002270603,0.000002282311,0.000001689231,0.0002377718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.562597,"threshold_uncertainty_score":0.265727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03241422877993748,"score_gpt":0.3686062358121344,"score_spread":0.3361920070321969,"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."}}