{"id":"W2982004589","doi":"","title":"Water is a Luxury: Decreasing Our Water Consumption","year":2018,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Water resources management and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Water consumption; Consumption (sociology); Business; Economics; Natural resource economics; Commerce; Agricultural economics; Environmental science; Water resource management; Aesthetics; Art","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":[0.0006497283,0.0003902425,0.000204565,0.0004509808,0.00093363,0.002463397,0.0007797732,0.001819104,0.01140148],"category_scores_gemma":[0.002912516,0.0001405026,0.0003007849,0.0005799432,0.001336137,0.002878677,0.001159443,0.001210004,0.0005526438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318194,"about_ca_system_score_gemma":0.002201365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005710007,"about_ca_topic_score_gemma":0.01443844,"domain_scores_codex":[0.9995273,0.0001851923,0.00001085566,0.00006269178,0.0001038713,0.0001100395],"domain_scores_gemma":[0.9993618,0.0002247854,0.00008232645,0.00005138379,0.0001299081,0.0001498003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008945094,0.001104125,0.01090664,0.0006527068,0.0001575319,0.0006098631,0.0008966781,0.03252348,0.01692257,0.4150652,0.08160426,0.4386625],"study_design_scores_gemma":[0.0002289275,0.001342056,0.01981721,0.00048528,0.0003954351,0.0008155378,0.009939701,0.1828957,0.01684623,0.5181902,0.248905,0.0001386536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5451473,0.004531338,0.09205332,0.1198236,0.002145897,0.0001567724,0.0002260086,0.0004053381,0.2355105],"genre_scores_gemma":[0.9663846,0.0008730286,0.009933896,0.00147189,0.0002152575,0.00003428181,0.00004231124,0.00006897157,0.0209757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01140148,"threshold_uncertainty_score":0.03814173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226239911434054,"score_gpt":0.2739328825465951,"score_spread":0.2616704834322546,"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."}}