{"id":"W4240542449","doi":"10.1016/s0958-2118(10)70043-4","title":"H2O Innovation and Chembond Chemicals sign joint-venture agreement","year":2010,"lang":"en","type":"article","venue":"Membrane Technology","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joint venture; Sign (mathematics); Business; Joint (building); Engineering; Commerce; Industrial organization; Management; Economics; Civil engineering; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.000259959,0.0001448415,0.00034143,0.0005336115,0.00008861379,0.0000239022,0.000184516,0.0002601962,0.0004877983],"category_scores_gemma":[0.0002961211,0.0001643817,0.0000309749,0.0005306061,0.0003146215,0.00009108429,0.0002162839,0.0003844049,0.0002499963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004269994,"about_ca_system_score_gemma":0.000006030082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001554035,"about_ca_topic_score_gemma":0.000008060004,"domain_scores_codex":[0.9989404,0.000002273901,0.0003605291,0.0004282994,0.00003172423,0.0002367628],"domain_scores_gemma":[0.9993533,0.0000150571,0.0002046918,0.0003469939,0.00005801692,0.00002186639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006044226,0.00007041988,0.005611692,0.00002513428,0.00006614221,0.000003480904,0.0003011904,8.193473e-7,0.09861833,0.8916907,0.0009106122,0.002695411],"study_design_scores_gemma":[0.001668579,0.0001246436,0.007361149,0.00001802277,0.00001893555,0.00003788246,0.001011218,0.0002690412,0.2069801,0.6531382,0.1287,0.0006722465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425458,0.0007179623,0.0005375351,0.004906932,0.0003673756,0.00020834,0.00003059233,0.0001572806,0.05052818],"genre_scores_gemma":[0.995914,0.0001406289,0.002496537,0.0001834332,0.00006144935,0.00003783522,0.000005647975,0.00001536757,0.001145135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2385526,"threshold_uncertainty_score":0.6703292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348955331288463,"score_gpt":0.2279837560035431,"score_spread":0.2044942026906585,"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."}}