{"id":"W6930644130","doi":"10.5281/zenodo.10035565","title":"Towards a Canadian R&D Strategy for Bioproducts and Bioprocesses","year":2004,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioproducts; Product (mathematics); Biofuel; Position (finance); Petrochemical; Agriculture; Scale (ratio); Biomass (ecology); Chemical products","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":[0.01802623,0.002624023,0.0008494035,0.007072439,0.01026941,0.01028095,0.004709995,0.009124917,0.01014185],"category_scores_gemma":[0.01163195,0.000954057,0.002109713,0.005520433,0.006320566,0.005050156,0.004958618,0.005417514,0.002941183],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1066914,"about_ca_system_score_gemma":0.5087383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9490564,"about_ca_topic_score_gemma":0.9503595,"domain_scores_codex":[0.9807227,0.001763015,0.0004594983,0.001254369,0.01265887,0.003141483],"domain_scores_gemma":[0.9728892,0.001160063,0.0005053613,0.0007434029,0.01819984,0.006502057],"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":[0.00020243,0.0002810466,0.002896613,0.0008446622,0.00008706293,0.0007820853,0.00102893,0.003115827,0.00896325,0.3462781,0.5016383,0.1338818],"study_design_scores_gemma":[0.00004576558,0.00009236012,0.002363116,0.0002362275,0.00003998409,0.0001056546,0.0004420059,0.001175501,0.001441516,0.009864556,0.9841413,0.00005186014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01265963,0.02530745,0.03883994,0.6084458,0.007719667,0.00137105,0.002014881,0.001954322,0.3016873],"genre_scores_gemma":[0.10788,0.0417987,0.2057586,0.2285105,0.001213008,0.0007936188,0.002961316,0.0005071755,0.4105772],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8933086,"threshold_uncertainty_score":0.7741042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05264286108198366,"score_gpt":0.2469573516447752,"score_spread":0.1943144905627916,"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."}}