{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002120332,0.00005365458,0.00007445095,0.00006023299,0.0002288314,0.00005420787,0.000129558,0.0001613637,0.003576896],"category_scores_gemma":[0.0002250401,0.00006130018,0.00001610835,0.001123555,0.00003832419,0.0002138599,0.000004970896,0.0002314691,0.00007471044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002681164,"about_ca_system_score_gemma":0.002597653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753175,"about_ca_topic_score_gemma":0.9909669,"domain_scores_codex":[0.9991736,0.0000508254,0.0001719168,0.0001233384,0.0002982332,0.0001820904],"domain_scores_gemma":[0.9995059,0.00003797528,0.0001115336,0.0001366943,0.0001326618,0.00007520313],"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":[0.000002263121,0.000006369687,0.05960293,0.000003504232,0.00001505395,0.000002808116,0.0006067387,0.0002060524,0.00009948435,0.2358991,0.7031006,0.0004551775],"study_design_scores_gemma":[0.00007328198,0.000003847913,0.03552037,0.000007324285,0.00000419542,4.932249e-7,0.0006487236,0.00003444804,0.0001593751,0.0003096926,0.9631449,0.00009331967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7319978,0.00001397791,0.00003633846,0.03492213,0.0004777462,0.0001639189,0.000157379,0.00002719886,0.2322034],"genre_scores_gemma":[0.925005,0.000001618843,0.00001087832,0.00460389,0.0003798211,0.000003991241,0.00002768449,0.000003340208,0.06996374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2600444,"threshold_uncertainty_score":0.9973339,"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."}}