{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003293531,0.00005395263,0.00006395424,0.00005638007,0.0003944785,0.00003959576,0.0001029218,0.0001598548,0.001600601],"category_scores_gemma":[0.0004182759,0.00006103834,0.00001490004,0.001095017,0.00005555444,0.0003774877,0.000004751882,0.0002193659,0.00002423858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002932646,"about_ca_system_score_gemma":0.001595267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9711152,"about_ca_topic_score_gemma":0.9856215,"domain_scores_codex":[0.9991375,0.0000640548,0.0001689307,0.00007654654,0.0002792834,0.0002736542],"domain_scores_gemma":[0.9994987,0.00003723976,0.0001069253,0.0001059148,0.0001060951,0.000145148],"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":[9.951034e-7,0.000009238706,0.06270247,0.000001496194,0.00001049148,8.556794e-7,0.001013272,0.00002241602,0.00002999269,0.2061307,0.7295941,0.0004839419],"study_design_scores_gemma":[0.00003983974,0.000001511676,0.06430309,0.000003790893,0.000006247617,7.060269e-7,0.0006769178,0.000005616091,0.0001842776,0.0001335763,0.934562,0.00008244712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6204659,0.0001074848,0.0002412859,0.06409243,0.001169489,0.0002120873,0.0003327082,0.00006074274,0.3133178],"genre_scores_gemma":[0.9718168,0.000002289042,0.0000207216,0.004523475,0.001352065,0.000006393775,0.00002644636,0.000003456451,0.02224832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3513509,"threshold_uncertainty_score":0.999312,"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."}}