{"id":"W7162040821","doi":"10.82308/17721","title":"Financial viability of microalgal biodiesel production: a case study in Southern Ontario, Canada","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Algal biology and biofuel production","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiesel; Cost analysis; Economic analysis; Biofuel","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":[0.0004849017,0.0003261079,0.0002439535,0.001693517,0.00346293,0.002679745,0.0009558616,0.0007588309,0.002515923],"category_scores_gemma":[0.001705028,0.0002329023,0.000352687,0.004094588,0.001096863,0.000552933,0.0007668692,0.0004757271,0.0001324982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07654876,"about_ca_system_score_gemma":0.05278985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958512,"about_ca_topic_score_gemma":0.9980741,"domain_scores_codex":[0.9992768,0.00005401994,0.00002487553,0.00005289272,0.0002393177,0.0003521189],"domain_scores_gemma":[0.9984531,0.0002725432,0.0002024921,0.00003167841,0.0006644581,0.0003755931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006362569,0.0003546079,0.8333175,0.0006991488,0.0002648295,0.01811428,0.01118241,0.05023717,0.003897234,0.01571248,0.01299634,0.0525878],"study_design_scores_gemma":[0.0001009789,0.0002574302,0.8361292,0.0003120129,0.0001979454,0.0009744851,0.08071842,0.0347704,0.001847075,0.001535841,0.04301013,0.0001462467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770132,0.0009597117,0.0002980183,0.001109318,0.000008739828,0.0001173815,0.002095353,0.00001696732,0.01838134],"genre_scores_gemma":[0.9923459,0.0009133434,0.0003290951,0.00005796731,0.00000324392,0.00002094723,0.0005282286,0.000004648009,0.005796637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07654876,"threshold_uncertainty_score":0.5554028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220216415947198,"score_gpt":0.2339077501208038,"score_spread":0.2217055859613318,"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."}}