{"id":"W4230886029","doi":"10.1016/s1365-6937(15)30183-0","title":"H2O Innovation, Canada","year":2015,"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":[0.001408119,0.0004781888,0.0004315896,0.00314164,0.008691457,0.008796848,0.0009362382,0.002999934,0.04341086],"category_scores_gemma":[0.005770844,0.0003325928,0.0004089082,0.00492699,0.001692384,0.001518829,0.001376194,0.00268272,0.003237982],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1316166,"about_ca_system_score_gemma":0.323292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958624,"about_ca_topic_score_gemma":0.9969447,"domain_scores_codex":[0.9967084,0.0001226876,0.00005680578,0.0003042577,0.001651667,0.001156149],"domain_scores_gemma":[0.9915367,0.0006663114,0.000295447,0.0001502746,0.004836049,0.002515071],"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":[0.0001426765,0.000089052,0.01175914,0.000232558,0.00002847202,0.0002511335,0.0009602568,0.0009760397,0.0003742638,0.1210237,0.7940553,0.07010732],"study_design_scores_gemma":[0.00005676948,0.00003167044,0.04661178,0.000126019,0.00002206744,0.00004000434,0.0013635,0.00124464,0.0004314384,0.004614267,0.9454038,0.00005404397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05954092,0.01141284,0.001431268,0.1441765,0.003162928,0.0003619377,0.02970894,0.0008343267,0.7493705],"genre_scores_gemma":[0.1968334,0.00499392,0.001285461,0.007420375,0.0004314372,0.00009294977,0.00384051,0.0001593036,0.7849426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8683834,"threshold_uncertainty_score":0.9549499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06121704496655223,"score_gpt":0.3112181709377217,"score_spread":0.2500011259711695,"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."}}