{"id":"W4252878038","doi":"10.1007/978-1-4614-1208-3_13","title":"Algae Oil","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Algal biology and biofuel production","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Renewable energy; Business; Engineering; Natural resource economics; Economics; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001272323,0.0009756827,0.0003100501,0.001643942,0.0009697631,0.001706986,0.0005313288,0.0006818112,0.1788162],"category_scores_gemma":[0.0001967752,0.0002759153,0.00034583,0.001066966,0.0004187881,0.001532548,0.001602177,0.001408687,0.1266126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008361421,"about_ca_system_score_gemma":0.0008002906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003357946,"about_ca_topic_score_gemma":0.009667929,"domain_scores_codex":[0.9998475,0.000005769961,0.000003222613,0.00002784611,0.00009955458,0.00001605738],"domain_scores_gemma":[0.9999516,0.000005191368,0.000002819499,0.000008646116,0.00002310661,0.000008608269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006188255,0.00006018341,0.0001534709,0.0002704927,0.000006259794,0.0002012172,0.0001384851,0.0003559533,0.01059027,0.05642147,0.3617342,0.5700063],"study_design_scores_gemma":[0.000001351266,0.000005050814,0.00006223172,0.00002281154,0.000001139677,0.00004776539,0.00002190223,0.00004305891,0.001177733,0.0021469,0.9964681,0.000002020997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000580553,0.002754844,0.003096251,0.0006360852,0.0008820244,0.00003613104,0.0003490412,0.0003445772,0.9913204],"genre_scores_gemma":[0.001505738,0.001836325,0.0007826152,0.0001908406,0.00004901156,0.00001195631,0.0001975132,0.00006158622,0.9953644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1788162,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831646311134789,"score_gpt":0.2106272326166013,"score_spread":0.1823107695052534,"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."}}