{"id":"W4242616101","doi":"10.1016/s1365-6937(18)30325-3","title":"H2O Innovation, Canada","year":2018,"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":[0.001544772,0.0004909215,0.0004439077,0.003274486,0.009042677,0.009024863,0.001000387,0.003094515,0.04232552],"category_scores_gemma":[0.006184538,0.0003489012,0.0004190511,0.005044558,0.001799738,0.0016205,0.001486671,0.002785218,0.003164095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1368538,"about_ca_system_score_gemma":0.3379568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958774,"about_ca_topic_score_gemma":0.9968645,"domain_scores_codex":[0.9963161,0.0001404487,0.00006285598,0.0003372964,0.001837898,0.001305511],"domain_scores_gemma":[0.9905219,0.000763398,0.0003159897,0.0001723941,0.005347244,0.00287917],"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":[0.0001479033,0.0001000142,0.01232706,0.0002393985,0.00002950604,0.000260732,0.001060499,0.001015207,0.0003987163,0.131868,0.7790657,0.07348733],"study_design_scores_gemma":[0.00005736073,0.00003391187,0.04683042,0.0001288907,0.00002246908,0.00004011221,0.001468683,0.001298957,0.0004546658,0.00482872,0.9447795,0.00005630967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06101576,0.01105997,0.001521251,0.1451414,0.003112277,0.0003810987,0.02886076,0.0008631562,0.7480444],"genre_scores_gemma":[0.2035024,0.004830652,0.001392292,0.007616838,0.0004239474,0.00009972412,0.00385494,0.0001699854,0.7781092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1368538,"threshold_uncertainty_score":0.9929487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293615218080242,"score_gpt":0.3027708590665564,"score_spread":0.2734093372585322,"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."}}