{"id":"W3173742967","doi":"10.22230/cjc.2021v46n2a4115","title":"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":"Université de Montréal","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002010443,0.0005583256,0.0001970093,0.007625636,0.005298365,0.01111313,0.000906279,0.001611706,0.07140971],"category_scores_gemma":[0.01027924,0.0002960813,0.0002529469,0.005602575,0.005732852,0.006806497,0.003224465,0.0009681697,0.004674045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003977618,"about_ca_system_score_gemma":0.003420186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01408748,"about_ca_topic_score_gemma":0.02040326,"domain_scores_codex":[0.9973475,0.001138311,0.0001133084,0.0001754641,0.0008906927,0.0003347253],"domain_scores_gemma":[0.9927137,0.004351581,0.0008075408,0.000744755,0.0008868013,0.0004954847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001657551,0.00009584713,0.006310516,0.0003462809,0.00001715075,0.0005613253,0.02946509,0.0002227807,0.001478673,0.8350359,0.03451754,0.09178308],"study_design_scores_gemma":[0.00002405832,0.0001055535,0.01608765,0.000917159,0.00004527044,0.0005305723,0.04603331,0.0003125618,0.002816904,0.07623304,0.8568371,0.00005688094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03644048,0.001941935,0.001712701,0.006284862,0.0003913637,0.00005822809,0.0006098769,0.00007238549,0.9524882],"genre_scores_gemma":[0.8241994,0.003136511,0.002073997,0.0009298489,0.0005705466,0.0001239519,0.0005104138,0.0001481092,0.1683072],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9859125,"threshold_uncertainty_score":0.2388893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111566189509006,"score_gpt":0.2456350049493821,"score_spread":0.2345193430542921,"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."}}