{"id":"W2508688170","doi":"10.7202/1037097ar","title":"Still in Critical Demand?","year":2016,"lang":"en","type":"article","venue":"Canadian social work review","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02380175,0.001032038,0.001664147,0.005768196,0.01156244,0.0226447,0.004039017,0.009835153,0.06601117],"category_scores_gemma":[0.06656199,0.0007102825,0.0008733206,0.007842476,0.02126157,0.03074208,0.007847506,0.01504237,0.007317182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04402906,"about_ca_system_score_gemma":0.1323179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4752847,"about_ca_topic_score_gemma":0.6282947,"domain_scores_codex":[0.9854555,0.003210802,0.000575464,0.001313816,0.004605073,0.004839336],"domain_scores_gemma":[0.93629,0.01888891,0.00313171,0.003838274,0.02687417,0.01097698],"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":[0.00004356586,0.00002609823,0.0006845872,0.0004475577,0.0000224252,0.00009141742,0.002483136,0.00007859164,0.00008640671,0.2403205,0.722405,0.03331077],"study_design_scores_gemma":[0.00002974944,0.000008502678,0.001227382,0.00136291,0.00002575348,0.00004201858,0.01424437,0.00009698393,0.00008047085,0.1007506,0.8820894,0.0000420201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001911474,0.02658394,0.0007062579,0.9045587,0.009660658,0.0000290315,0.0005784914,0.00005688913,0.05591445],"genre_scores_gemma":[0.2503293,0.06876156,0.002298179,0.561309,0.02151086,0.0003454612,0.00166954,0.0004764191,0.09329963],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4752847,"threshold_uncertainty_score":0.9450364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812272438064467,"score_gpt":0.3294227699772059,"score_spread":0.3013000455965613,"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."}}