{"id":"W3173363990","doi":"10.22230/cjc.2021v46n2a4167","title":"Special Issue: Materials and Media of Infrastructure","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Université de Montréal","funders":"","keywords":"Political science; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002989689,0.00004248827,0.0001356787,0.00005547301,0.0001576919,0.00006124754,0.0002657171,0.00007383123,0.002029156],"category_scores_gemma":[0.0003540474,0.00004065358,0.00002302444,0.000116289,0.0002376836,0.0002365397,0.00001598667,0.0001143867,0.000001633309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006713718,"about_ca_system_score_gemma":0.001215205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005561993,"about_ca_topic_score_gemma":0.08632393,"domain_scores_codex":[0.9993244,0.0001712786,0.0002281486,0.00003615197,0.0001354829,0.0001044867],"domain_scores_gemma":[0.9990623,0.00004632779,0.0002519338,0.0001607018,0.0003070227,0.0001717288],"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":[0.00004823936,0.00001829355,0.04525514,0.00004923422,0.0001204678,0.00007419716,0.2118582,0.00003687263,0.009873296,0.1015613,0.5249658,0.106139],"study_design_scores_gemma":[0.0001764768,0.00001207915,0.1095559,0.00007015435,0.00001517621,0.00002310515,0.004930918,2.090855e-7,0.005178839,0.01056389,0.8694151,0.00005810909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640638,0.001442393,0.000006182764,0.005447327,0.001053107,0.00004289074,0.00004067614,0.000001765998,0.02790187],"genre_scores_gemma":[0.9957263,0.001098193,0.0008877214,0.00014386,0.001961673,1.788648e-7,0.000006383531,0.000003896136,0.000171772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3444494,"threshold_uncertainty_score":0.9988831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102034279203973,"score_gpt":0.2472710465869248,"score_spread":0.2370676186665275,"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."}}