{"id":"W4323054341","doi":"10.1016/s1365-6937(21)00332-4","title":"H2O Innovation, Canada","year":2021,"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":[0.001399551,0.0005916917,0.0004927346,0.002996763,0.008962622,0.009415271,0.0009816053,0.003354816,0.07095517],"category_scores_gemma":[0.005263855,0.0003847961,0.0004604766,0.004740205,0.001823265,0.001557745,0.001473481,0.002788136,0.006287289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1226396,"about_ca_system_score_gemma":0.3245278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945167,"about_ca_topic_score_gemma":0.9960548,"domain_scores_codex":[0.9965562,0.0001225474,0.00006001819,0.0003370418,0.001784305,0.001139877],"domain_scores_gemma":[0.9919218,0.000579641,0.0002400293,0.0001527533,0.004657626,0.002448153],"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":[0.0001191834,0.00007316849,0.00662974,0.0002168176,0.00002120455,0.0002033123,0.0006057299,0.0006795275,0.0003438857,0.09123404,0.8320957,0.0677777],"study_design_scores_gemma":[0.00003985413,0.00002230518,0.0228359,0.0001065975,0.00001413489,0.00003044253,0.000796436,0.0007551897,0.0003162437,0.003091766,0.9719545,0.00003661649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03063731,0.01098895,0.00115576,0.1230909,0.003947274,0.0003244483,0.0272807,0.0008547659,0.80172],"genre_scores_gemma":[0.085628,0.003979554,0.000941987,0.004974806,0.0003178803,0.00006913329,0.002898236,0.0001455291,0.901045],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1226396,"threshold_uncertainty_score":0.8898166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838348556453117,"score_gpt":0.2919566612985146,"score_spread":0.2635731757339834,"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."}}