{"id":"W4233594670","doi":"10.1016/s1365-6937(12)70292-7","title":"H2O Innovation, Canada","year":2012,"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":[0.001338259,0.000483507,0.0004235725,0.003102051,0.008374092,0.008381939,0.0009182172,0.002949922,0.04306417],"category_scores_gemma":[0.00522996,0.0003305647,0.0003923401,0.00488337,0.001596076,0.001482439,0.001312583,0.002537261,0.003156686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1286769,"about_ca_system_score_gemma":0.3106568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958239,"about_ca_topic_score_gemma":0.9969054,"domain_scores_codex":[0.996917,0.0001151363,0.00005382858,0.0002879271,0.001553799,0.001072272],"domain_scores_gemma":[0.9924751,0.0006073393,0.0002752293,0.0001341982,0.004279363,0.002228778],"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":[0.0001595068,0.00009690255,0.01198024,0.0002538057,0.00002921721,0.0002725619,0.0009492952,0.001076151,0.0004122935,0.1212739,0.7860892,0.07740686],"study_design_scores_gemma":[0.0000590963,0.00003335692,0.04860798,0.0001235903,0.0000221743,0.00004082612,0.001262801,0.00129624,0.0004627957,0.004417201,0.94362,0.00005390692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06314553,0.01277664,0.001426895,0.1403039,0.003063201,0.0003753651,0.03044319,0.0008606685,0.7476046],"genre_scores_gemma":[0.1895186,0.005245904,0.001234619,0.006402867,0.0003967879,0.00008862422,0.003657514,0.0001499684,0.7933051],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1286769,"threshold_uncertainty_score":0.9336209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03462948682773164,"score_gpt":0.3002445136693705,"score_spread":0.2656150268416388,"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."}}