{"id":"W4247450722","doi":"10.18733/c3s880","title":"Editorial introduction","year":2014,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer 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":[0.004525771,0.001618788,0.001423055,0.003735746,0.002772209,0.007791536,0.001815691,0.0098502,0.09357516],"category_scores_gemma":[0.02286273,0.0006381594,0.00163925,0.001186887,0.001703446,0.002919246,0.002574403,0.01072413,0.03736009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002779142,"about_ca_system_score_gemma":0.00351086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002163748,"about_ca_topic_score_gemma":0.004821235,"domain_scores_codex":[0.9960226,0.0005651016,0.0002925965,0.0007053335,0.001918448,0.0004959693],"domain_scores_gemma":[0.9827242,0.003806873,0.001254773,0.001072339,0.007941095,0.00320061],"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":[0.00001406409,0.000003895962,0.00001774584,0.00008485685,0.00000464067,0.00005808845,0.000009906801,0.000007737065,0.00004422767,0.0003356408,0.9957674,0.00365201],"study_design_scores_gemma":[0.00001648943,0.000007711131,0.0001528085,0.0001558505,0.000009026882,0.00006180013,0.00003338022,0.00002587628,0.0000609452,0.0005579304,0.9989111,0.000007156723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004928152,0.001525396,0.00007037794,0.02920293,0.9610412,0.00002432923,0.0001175901,0.00005967763,0.007909052],"genre_scores_gemma":[0.001366757,0.002076459,0.0001609479,0.04596464,0.8783562,0.00005441004,0.0001785455,0.0001091017,0.07173293],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09357516,"threshold_uncertainty_score":0.3130401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3198152416712486,"score_gpt":0.4345652809097619,"score_spread":0.1147500392385133,"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."}}