{"id":"W4231939191","doi":"10.1016/s1365-6937(19)30155-8","title":"H2O Innovation, Canada","year":2019,"lang":"en","type":"article","venue":"Filtration Industry Analyst","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00140768,0.0005393691,0.0004438863,0.003062735,0.008382213,0.00867786,0.0009409309,0.00291976,0.05269076],"category_scores_gemma":[0.005001729,0.0003641607,0.0004196915,0.0046326,0.001720808,0.001477567,0.001405366,0.002603668,0.00428211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1264276,"about_ca_system_score_gemma":0.3217678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950098,"about_ca_topic_score_gemma":0.996371,"domain_scores_codex":[0.9966536,0.0001205256,0.00005731164,0.0003082241,0.001756204,0.00110416],"domain_scores_gemma":[0.9921899,0.0005738949,0.0002542094,0.0001447119,0.004498594,0.002338672],"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":[0.0001548024,0.00009641425,0.009679115,0.00026737,0.00002688626,0.0002557584,0.0008013767,0.0009468808,0.0004457431,0.10849,0.7924728,0.08636289],"study_design_scores_gemma":[0.00004819563,0.00002920158,0.03485866,0.0001201484,0.00001682984,0.00003584534,0.001005351,0.001039532,0.000416887,0.003476436,0.9589089,0.00004403857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04554666,0.01224617,0.001396827,0.1268844,0.003395287,0.0003761945,0.02841969,0.0009130953,0.7808217],"genre_scores_gemma":[0.1311512,0.004816686,0.0012094,0.005370945,0.0003459836,0.00008016575,0.00327572,0.0001520487,0.8535978],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1264276,"threshold_uncertainty_score":0.9173008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839562533972347,"score_gpt":0.2745411327243544,"score_spread":0.256145507384631,"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."}}